{"version":"1.0.0","segments":[{"speaker":"Wojciech Wegrzynski","startTime":1.74,"endTime":3.0,"body":"Hello"},{"speaker":"Wojciech Wegrzynski","startTime":1.74,"endTime":3.0,"body":"on the welcome to Fire"},{"speaker":"Wojciech Wegrzynski","startTime":3.0,"endTime":4.86,"body":"Science Show session 39."},{"speaker":"Wojciech Wegrzynski","startTime":5.49,"endTime":8.76,"body":"Today, we're back to the"},{"speaker":"Wojciech Wegrzynski","startTime":5.49,"endTime":8.76,"body":"world of fire modeling and"},{"speaker":"Wojciech Wegrzynski","startTime":8.76,"endTime":10.58,"body":"I have invited Bryan Klein."},{"speaker":"Wojciech Wegrzynski","startTime":11.18,"endTime":13.5,"body":"Bryan is with that"},{"speaker":"Wojciech Wegrzynski","startTime":11.18,"endTime":13.5,"body":"Thunderhead Engineering"},{"speaker":"Wojciech Wegrzynski","startTime":13.5,"endTime":17.07,"body":"company, which is known for"},{"speaker":"Wojciech Wegrzynski","startTime":13.5,"endTime":17.07,"body":"their landmark products."},{"speaker":"Wojciech Wegrzynski","startTime":17.288,"endTime":20.031,"body":"software models,"},{"speaker":"Wojciech Wegrzynski","startTime":17.288,"endTime":20.031,"body":"Pathfinder and Pyrosim."},{"speaker":"Wojciech Wegrzynski","startTime":20.731,"endTime":23.161,"body":"And because I have a chance"},{"speaker":"Wojciech Wegrzynski","startTime":20.731,"endTime":23.161,"body":"to talk with someone who's"},{"speaker":"Wojciech Wegrzynski","startTime":23.161,"endTime":26.755,"body":"developing software to help"},{"speaker":"Wojciech Wegrzynski","startTime":23.161,"endTime":26.755,"body":"engineers solve their issues."},{"speaker":"Wojciech Wegrzynski","startTime":27.565,"endTime":31.864,"body":"Let's try and ask him some"},{"speaker":"Wojciech Wegrzynski","startTime":27.565,"endTime":31.864,"body":"tough questions about how the"},{"speaker":"Wojciech Wegrzynski","startTime":32.001,"endTime":33.891,"body":"user issues are being solved."},{"speaker":"Wojciech Wegrzynski","startTime":33.891,"endTime":36.321,"body":"What are the most"},{"speaker":"Wojciech Wegrzynski","startTime":33.891,"endTime":36.321,"body":"demands they meet?"},{"speaker":"Wojciech Wegrzynski","startTime":36.921,"endTime":39.561,"body":"How users are using their"},{"speaker":"Wojciech Wegrzynski","startTime":36.921,"endTime":39.561,"body":"software and how they are"},{"speaker":"Wojciech Wegrzynski","startTime":39.561,"endTime":44.069,"body":"modifying their software to meet"},{"speaker":"Wojciech Wegrzynski","startTime":39.561,"endTime":44.069,"body":"user the demands and also some."},{"speaker":"Wojciech Wegrzynski","startTime":44.107,"endTime":44.812,"body":"Tough questions."},{"speaker":"Wojciech Wegrzynski","startTime":44.812,"endTime":46.672,"body":"Like it's a simple"},{"speaker":"Wojciech Wegrzynski","startTime":44.812,"endTime":46.672,"body":"model, better."},{"speaker":"Wojciech Wegrzynski","startTime":46.972,"endTime":49.839,"body":"Or easy to use, is"},{"speaker":"Wojciech Wegrzynski","startTime":46.972,"endTime":49.839,"body":"that always beneficial?"},{"speaker":"Wojciech Wegrzynski","startTime":50.399,"endTime":52.679,"body":"I had a lot of questions"},{"speaker":"Wojciech Wegrzynski","startTime":50.399,"endTime":52.679,"body":"to Bryan and he was"},{"speaker":"Wojciech Wegrzynski","startTime":52.709,"endTime":53.879,"body":"really kind answering."},{"speaker":"Wojciech Wegrzynski","startTime":53.969,"endTime":54.539,"body":"All of them."},{"speaker":"Wojciech Wegrzynski","startTime":55.049,"endTime":57.719,"body":"I really hope you"},{"speaker":"Wojciech Wegrzynski","startTime":55.049,"endTime":57.719,"body":"will enjoy this one."},{"speaker":"Wojciech Wegrzynski","startTime":58.144,"endTime":62.479,"body":"he, it was huge fun to talk"},{"speaker":"Wojciech Wegrzynski","startTime":58.144,"endTime":62.479,"body":"with Brian about how new"},{"speaker":"Wojciech Wegrzynski","startTime":62.479,"endTime":65.689,"body":"tools are being delivered to"},{"speaker":"Wojciech Wegrzynski","startTime":62.479,"endTime":65.689,"body":"the fire science community."},{"speaker":"Wojciech Wegrzynski","startTime":66.349,"endTime":68.509,"body":"And, uh, I'm really happy"},{"speaker":"Wojciech Wegrzynski","startTime":66.349,"endTime":68.509,"body":"that they listen to the"},{"speaker":"Wojciech Wegrzynski","startTime":68.509,"endTime":70.759,"body":"feedback they receive,"},{"speaker":"Wojciech Wegrzynski","startTime":68.509,"endTime":70.759,"body":"actually from this talk."},{"speaker":"Wojciech Wegrzynski","startTime":70.759,"endTime":72.709,"body":"It's obvious that they're"},{"speaker":"Wojciech Wegrzynski","startTime":70.759,"endTime":72.709,"body":"working on features"},{"speaker":"Wojciech Wegrzynski","startTime":72.739,"endTime":73.849,"body":"that are most needed."},{"speaker":"Wojciech Wegrzynski","startTime":73.849,"endTime":77.659,"body":"So I can also recommend you,"},{"speaker":"Wojciech Wegrzynski","startTime":73.849,"endTime":77.659,"body":"if you have something that you"},{"speaker":"Wojciech Wegrzynski","startTime":77.659,"endTime":78.859,"body":"would need from your software."},{"speaker":"Wojciech Wegrzynski","startTime":78.889,"endTime":80.949,"body":"Well, The best way"},{"speaker":"Wojciech Wegrzynski","startTime":78.889,"endTime":80.949,"body":"is to ask for it."},{"speaker":"Wojciech Wegrzynski","startTime":80.979,"endTime":82.599,"body":"And maybe it will be delivered."},{"speaker":"Wojciech Wegrzynski","startTime":83.229,"endTime":86.189,"body":"Though he mentioned"},{"speaker":"Wojciech Wegrzynski","startTime":83.229,"endTime":86.189,"body":"that 400 long list of."},{"speaker":"Wojciech Wegrzynski","startTime":86.419,"endTime":88.206,"body":"ending issue as well, maybe."},{"speaker":"Wojciech Wegrzynski","startTime":88.746,"endTime":91.986,"body":"If, if you claimed it, you"},{"speaker":"Wojciech Wegrzynski","startTime":88.746,"endTime":91.986,"body":"came from fire science show."},{"speaker":"Wojciech Wegrzynski","startTime":92.016,"endTime":94.926,"body":"Maybe it's going to get bumped"},{"speaker":"Wojciech Wegrzynski","startTime":92.016,"endTime":94.926,"body":"up a little bit on the list."},{"speaker":"Wojciech Wegrzynski","startTime":95.556,"endTime":95.976,"body":"Anyway."},{"speaker":"Wojciech Wegrzynski","startTime":96.036,"endTime":96.809,"body":"it's a great one."},{"speaker":"Wojciech Wegrzynski","startTime":96.839,"endTime":98.699,"body":"So let's not prolong"},{"speaker":"Wojciech Wegrzynski","startTime":96.839,"endTime":98.699,"body":"this anymore."},{"speaker":"Wojciech Wegrzynski","startTime":99.029,"endTime":101.249,"body":"Let's spin the intro and"},{"speaker":"Wojciech Wegrzynski","startTime":99.029,"endTime":101.249,"body":"jump into the episode."},{"speaker":"Wojciech Wegrzynski","startTime":124.739,"endTime":125.429,"body":"Hello everybody."},{"speaker":"Wojciech Wegrzynski","startTime":125.459,"endTime":129.299,"body":"Welcome to Fire Science Show"},{"speaker":"Wojciech Wegrzynski","startTime":125.459,"endTime":129.299,"body":"I'm today here with Brian Klein"},{"speaker":"Wojciech Wegrzynski","startTime":129.299,"endTime":135.179,"body":"from Thunderhead Engineering,"},{"speaker":"Wojciech Wegrzynski","startTime":129.299,"endTime":135.179,"body":"the developer of a Pyrosim and"},{"speaker":"Wojciech Wegrzynski","startTime":135.419,"endTime":137.399,"body":"Pathfinder software Hi Bryan"},{"speaker":"Bryan Klein","startTime":137.549,"endTime":138.099,"body":"hi, Wojciech"},{"speaker":"Bryan Klein","startTime":138.119,"endTime":138.771,"body":"it's good to see you."},{"speaker":"Bryan Klein","startTime":138.835,"endTime":139.65,"body":"Good to meet with you today."},{"speaker":"Wojciech Wegrzynski","startTime":139.658,"endTime":140.358,"body":"thanks for coming."},{"speaker":"Wojciech Wegrzynski","startTime":140.474,"endTime":141.464,"body":"very happy to have you here."},{"speaker":"Wojciech Wegrzynski","startTime":141.524,"endTime":145.274,"body":"And, you probably create"},{"speaker":"Wojciech Wegrzynski","startTime":141.524,"endTime":145.274,"body":"a software that most of us"},{"speaker":"Wojciech Wegrzynski","startTime":145.274,"endTime":146.91,"body":"are familiar and, using."},{"speaker":"Wojciech Wegrzynski","startTime":147.12,"endTime":149.61,"body":"So I have some tough"},{"speaker":"Wojciech Wegrzynski","startTime":147.12,"endTime":149.61,"body":"questions for you already."},{"speaker":"Wojciech Wegrzynski","startTime":149.97,"endTime":155.626,"body":"And I met your software when"},{"speaker":"Wojciech Wegrzynski","startTime":149.97,"endTime":155.626,"body":"I was starting my career"},{"speaker":"Wojciech Wegrzynski","startTime":155.626,"endTime":159.526,"body":"in CFD, like literally"},{"speaker":"Wojciech Wegrzynski","startTime":155.626,"endTime":159.526,"body":"in my master curse."},{"speaker":"Wojciech Wegrzynski","startTime":159.526,"endTime":163.503,"body":"That was probably the first"},{"speaker":"Wojciech Wegrzynski","startTime":159.526,"endTime":163.503,"body":"time I've been exposed to fire."},{"speaker":"Wojciech Wegrzynski","startTime":163.503,"endTime":165.993,"body":"CFD was true"},{"speaker":"Wojciech Wegrzynski","startTime":163.503,"endTime":165.993,"body":"through PyroSim him."},{"speaker":"Wojciech Wegrzynski","startTime":166.533,"endTime":169.43,"body":"I, probably didn't even know"},{"speaker":"Wojciech Wegrzynski","startTime":166.533,"endTime":169.43,"body":"that the FDS is the backbone"},{"speaker":"Wojciech Wegrzynski","startTime":169.76,"endTime":171.32,"body":"and the solver of that."},{"speaker":"Wojciech Wegrzynski","startTime":171.62,"endTime":173.21,"body":"I wonder, do you, do"},{"speaker":"Wojciech Wegrzynski","startTime":171.62,"endTime":173.21,"body":"you still get that?"},{"speaker":"Wojciech Wegrzynski","startTime":173.26,"endTime":177.613,"body":", people confuse a Pyrosim"},{"speaker":"Wojciech Wegrzynski","startTime":173.26,"endTime":177.613,"body":"with FDS and, I see"},{"speaker":"Wojciech Wegrzynski","startTime":177.613,"endTime":178.873,"body":"that in papers actually."},{"speaker":"Bryan Klein","startTime":179.423,"endTime":179.843,"body":"Yeah."},{"speaker":"Bryan Klein","startTime":179.873,"endTime":180.683,"body":"Yeah, we do."},{"speaker":"Bryan Klein","startTime":181.099,"endTime":182.115,"body":"I would say it's not."},{"speaker":"Bryan Klein","startTime":182.204,"endTime":185.298,"body":"As frequent confusion,"},{"speaker":"Bryan Klein","startTime":182.204,"endTime":185.298,"body":"but we definitely get"},{"speaker":"Bryan Klein","startTime":185.312,"endTime":186.374,"body":"questions, you know?"},{"speaker":"Bryan Klein","startTime":186.374,"endTime":188.484,"body":"So we'll get an email"},{"speaker":"Bryan Klein","startTime":186.374,"endTime":188.484,"body":"that's like, so tell me,"},{"speaker":"Bryan Klein","startTime":188.484,"endTime":191.364,"body":"what's the difference"},{"speaker":"Bryan Klein","startTime":188.484,"endTime":191.364,"body":"between PyroSim and FDS?"},{"speaker":"Bryan Klein","startTime":192.129,"endTime":197.449,"body":"That's it is FDS PyroSim, you"},{"speaker":"Bryan Klein","startTime":192.129,"endTime":197.449,"body":"know, a preprocessor to help"},{"speaker":"Bryan Klein","startTime":197.449,"endTime":199.279,"body":"you build the input file easily."},{"speaker":"Bryan Klein","startTime":199.279,"endTime":202.259,"body":"And, as error-free as"},{"speaker":"Bryan Klein","startTime":199.279,"endTime":202.259,"body":"possible and error in quotes"},{"speaker":"Bryan Klein","startTime":202.259,"endTime":204.959,"body":"because the inputs could"},{"speaker":"Bryan Klein","startTime":202.259,"endTime":204.959,"body":"certainly be wrong, but the"},{"speaker":"Bryan Klein","startTime":204.959,"endTime":206.339,"body":"syntax should be correct."},{"speaker":"Bryan Klein","startTime":206.399,"endTime":209.049,"body":"And then, a visualization"},{"speaker":"Bryan Klein","startTime":206.399,"endTime":209.049,"body":"or post-processing tool"},{"speaker":"Bryan Klein","startTime":209.049,"endTime":212.809,"body":"that we put together for"},{"speaker":"Bryan Klein","startTime":209.049,"endTime":212.809,"body":"visualizing the output of FDS."},{"speaker":"Bryan Klein","startTime":212.809,"endTime":215.979,"body":"But under the hood, of course"},{"speaker":"Bryan Klein","startTime":212.809,"endTime":215.979,"body":"is the fire dynamics simulator."},{"speaker":"Bryan Klein","startTime":216.429,"endTime":220.516,"body":"And we use The same binaries"},{"speaker":"Bryan Klein","startTime":216.429,"endTime":220.516,"body":"that we get from the NIST site."},{"speaker":"Bryan Klein","startTime":220.546,"endTime":223.216,"body":"So we don't compile our"},{"speaker":"Bryan Klein","startTime":220.546,"endTime":223.216,"body":"own special version."},{"speaker":"Bryan Klein","startTime":223.216,"endTime":224.506,"body":"We don't mess with that."},{"speaker":"Bryan Klein","startTime":224.506,"endTime":225.616,"body":"And there's some"},{"speaker":"Bryan Klein","startTime":224.506,"endTime":225.616,"body":"advantages to that."},{"speaker":"Bryan Klein","startTime":225.616,"endTime":228.646,"body":"Primarily in VNV, we don't"},{"speaker":"Bryan Klein","startTime":225.616,"endTime":228.646,"body":"have to rerun the suite to"},{"speaker":"Bryan Klein","startTime":228.796,"endTime":230.716,"body":"rebuild and make sure we're"},{"speaker":"Bryan Klein","startTime":228.796,"endTime":230.716,"body":"getting the same answers."},{"speaker":"Bryan Klein","startTime":230.716,"endTime":233.523,"body":"We just use the exact same"},{"speaker":"Bryan Klein","startTime":230.716,"endTime":233.523,"body":"binary that's been run and"},{"speaker":"Bryan Klein","startTime":233.523,"endTime":235.253,"body":"tested and reported on from NIST"},{"speaker":"Bryan Klein","startTime":235.669,"endTime":237.199,"body":"but yeah, it is a confusion."},{"speaker":"Bryan Klein","startTime":237.199,"endTime":239.819,"body":"And, even on our website, it's"},{"speaker":"Bryan Klein","startTime":237.199,"endTime":239.819,"body":"like right on the piracetam"},{"speaker":"Bryan Klein","startTime":239.819,"endTime":242.279,"body":"homepage, it says, you know,"},{"speaker":"Bryan Klein","startTime":239.819,"endTime":242.279,"body":"for fire dynamics, simulator,"},{"speaker":"Bryan Klein","startTime":242.309,"endTime":245.143,"body":"FDS, and we talk about that,"},{"speaker":"Bryan Klein","startTime":242.309,"endTime":245.143,"body":"but still it's, something that"},{"speaker":"Bryan Klein","startTime":245.143,"endTime":247.363,"body":"if you're not familiar, if"},{"speaker":"Bryan Klein","startTime":245.143,"endTime":247.363,"body":"you don't even know, FDS is"},{"speaker":"Bryan Klein","startTime":247.363,"endTime":248.563,"body":"a thing, first of all right."},{"speaker":"Wojciech Wegrzynski","startTime":248.613,"endTime":251.053,"body":"I'll give"},{"speaker":"Wojciech Wegrzynski","startTime":248.613,"endTime":251.053,"body":"credit where credit is due."},{"speaker":"Wojciech Wegrzynski","startTime":251.053,"endTime":253.943,"body":"FDS is an amazing"},{"speaker":"Wojciech Wegrzynski","startTime":251.053,"endTime":253.943,"body":"piece of software."},{"speaker":"Wojciech Wegrzynski","startTime":253.943,"endTime":255.529,"body":"And for myself,"},{"speaker":"Wojciech Wegrzynski","startTime":253.943,"endTime":255.529,"body":"I find it as one."},{"speaker":"Wojciech Wegrzynski","startTime":256.235,"endTime":258.708,"body":"Biggest achievements"},{"speaker":"Wojciech Wegrzynski","startTime":256.235,"endTime":258.708,"body":"in the world of fire"},{"speaker":"Wojciech Wegrzynski","startTime":258.708,"endTime":261.538,"body":"science, like there was"},{"speaker":"Wojciech Wegrzynski","startTime":258.708,"endTime":261.538,"body":"handbook, there was CFast."},{"speaker":"Wojciech Wegrzynski","startTime":261.558,"endTime":264.318,"body":"Now there we'll see FDS"},{"speaker":"Wojciech Wegrzynski","startTime":261.558,"endTime":264.318,"body":"these things that really"},{"speaker":"Wojciech Wegrzynski","startTime":264.318,"endTime":268.804,"body":"gave a push and democratized"},{"speaker":"Wojciech Wegrzynski","startTime":264.318,"endTime":268.804,"body":"access to powerful, tools."},{"speaker":"Bryan Klein","startTime":268.979,"endTime":271.049,"body":"Yeah, and I think"},{"speaker":"Bryan Klein","startTime":268.979,"endTime":271.049,"body":"the story of FDS is pretty"},{"speaker":"Bryan Klein","startTime":271.049,"endTime":273.619,"body":"interesting and it's probably"},{"speaker":"Bryan Klein","startTime":271.049,"endTime":273.619,"body":"not for this episode, but you"},{"speaker":"Bryan Klein","startTime":273.619,"endTime":277.226,"body":"know that in summary there were"},{"speaker":"Bryan Klein","startTime":273.619,"endTime":277.226,"body":"all these sub models, there"},{"speaker":"Bryan Klein","startTime":277.226,"endTime":279.596,"body":"was like a radiation to target"},{"speaker":"Bryan Klein","startTime":277.226,"endTime":279.596,"body":"some model in there room."},{"speaker":"Bryan Klein","startTime":280.018,"endTime":281.878,"body":"Heat transfer into"},{"speaker":"Bryan Klein","startTime":280.018,"endTime":281.878,"body":"a solid sub model."},{"speaker":"Bryan Klein","startTime":281.878,"endTime":283.828,"body":"And they're all the"},{"speaker":"Bryan Klein","startTime":281.878,"endTime":283.828,"body":"chemical reaction in"},{"speaker":"Bryan Klein","startTime":283.828,"endTime":284.818,"body":"the gas phase sub model."},{"speaker":"Bryan Klein","startTime":285.148,"endTime":286.918,"body":"So all these different"},{"speaker":"Bryan Klein","startTime":285.148,"endTime":286.918,"body":"algorithms that people have"},{"speaker":"Bryan Klein","startTime":286.918,"endTime":289.558,"body":"been developing in the seventies"},{"speaker":"Bryan Klein","startTime":286.918,"endTime":289.558,"body":"and eighties and stuff."},{"speaker":"Bryan Klein","startTime":289.558,"endTime":289.934,"body":"And then,"},{"speaker":"Bryan Klein","startTime":289.934,"endTime":292.128,"body":"and it NIST, you know, each"},{"speaker":"Bryan Klein","startTime":289.934,"endTime":292.128,"body":"little, there was kind of"},{"speaker":"Bryan Klein","startTime":292.128,"endTime":294.108,"body":"a different research teams"},{"speaker":"Bryan Klein","startTime":292.128,"endTime":294.108,"body":"that were working on the new"},{"speaker":"Bryan Klein","startTime":294.168,"endTime":296.358,"body":"numerical model to do this,"},{"speaker":"Bryan Klein","startTime":294.168,"endTime":296.358,"body":"and they would publish it and"},{"speaker":"Bryan Klein","startTime":296.358,"endTime":299.608,"body":"whatever, and it took like a"},{"speaker":"Bryan Klein","startTime":296.358,"endTime":299.608,"body":"mathematician, an applied math"},{"speaker":"Bryan Klein","startTime":299.608,"endTime":302.878,"body":"guy to come in and go, I could"},{"speaker":"Bryan Klein","startTime":299.608,"endTime":302.878,"body":"put these together, you know,"},{"speaker":"Bryan Klein","startTime":302.878,"endTime":306.178,"body":"I could assemble all of these"},{"speaker":"Bryan Klein","startTime":302.878,"endTime":306.178,"body":"algorithms into a cohesive"},{"speaker":"Bryan Klein","startTime":306.178,"endTime":309.934,"body":"system that, could work together"},{"speaker":"Bryan Klein","startTime":306.178,"endTime":309.934,"body":"to solve like larger phenomenon"},{"speaker":"Bryan Klein","startTime":309.994,"endTime":313.204,"body":"in a more complex phenomena than"},{"speaker":"Bryan Klein","startTime":309.994,"endTime":313.204,"body":"any of the individual parts."},{"speaker":"Bryan Klein","startTime":313.215,"endTime":315.015,"body":"And you almost see that"},{"speaker":"Bryan Klein","startTime":313.215,"endTime":315.015,"body":"in the source code, right?"},{"speaker":"Bryan Klein","startTime":315.015,"endTime":316.755,"body":"There's like a Rady dot F 90."},{"speaker":"Bryan Klein","startTime":316.755,"endTime":317.985,"body":"There's the pressure solver."},{"speaker":"Bryan Klein","startTime":318.399,"endTime":320.512,"body":"that's sort of reflected"},{"speaker":"Bryan Klein","startTime":318.399,"endTime":320.512,"body":"in that, decomposition"},{"speaker":"Bryan Klein","startTime":320.512,"endTime":321.172,"body":"into the models."},{"speaker":"Wojciech Wegrzynski","startTime":321.509,"endTime":323.851,"body":"I was"},{"speaker":"Wojciech Wegrzynski","startTime":321.509,"endTime":323.851,"body":"wanted to find out how they"},{"speaker":"Wojciech Wegrzynski","startTime":323.851,"endTime":327.101,"body":"solve, emissivity for smoke for"},{"speaker":"Wojciech Wegrzynski","startTime":323.851,"endTime":327.101,"body":"radiation model from the soot."},{"speaker":"Wojciech Wegrzynski","startTime":327.386,"endTime":330.739,"body":"And, it was like, okay,"},{"speaker":"Wojciech Wegrzynski","startTime":327.386,"endTime":330.739,"body":"we use RadCal model of"},{"speaker":"Wojciech Wegrzynski","startTime":330.739,"endTime":332.509,"body":"NIST I'm like , okay."},{"speaker":"Wojciech Wegrzynski","startTime":332.509,"endTime":333.439,"body":"What's RadCal model."},{"speaker":"Wojciech Wegrzynski","startTime":333.439,"endTime":335.959,"body":"And then there's like this"},{"speaker":"Wojciech Wegrzynski","startTime":333.439,"endTime":335.959,"body":"hundred page long manual"},{"speaker":"Wojciech Wegrzynski","startTime":335.959,"endTime":337.999,"body":"for a model to do that."},{"speaker":"Wojciech Wegrzynski","startTime":337.999,"endTime":342.088,"body":"And it's, it's one of hundreds"},{"speaker":"Wojciech Wegrzynski","startTime":337.999,"endTime":342.088,"body":"underlying models in FDS."},{"speaker":"Bryan Klein","startTime":342.088,"endTime":343.865,"body":"And each model"},{"speaker":"Bryan Klein","startTime":342.088,"endTime":343.865,"body":"comes with an assumption"},{"speaker":"Bryan Klein","startTime":343.865,"endTime":346.392,"body":"and there's, there's a"},{"speaker":"Bryan Klein","startTime":343.865,"endTime":346.392,"body":"whole technical document"},{"speaker":"Bryan Klein","startTime":346.435,"endTime":347.739,"body":"that NIS produces for that."},{"speaker":"Bryan Klein","startTime":348.129,"endTime":351.819,"body":"When I joined NIST primarily,"},{"speaker":"Bryan Klein","startTime":348.129,"endTime":351.819,"body":"it was a little bit complaining"},{"speaker":"Bryan Klein","startTime":351.879,"endTime":355.309,"body":"to Kevin about how things"},{"speaker":"Bryan Klein","startTime":351.879,"endTime":355.309,"body":"were working,  I need source"},{"speaker":"Bryan Klein","startTime":355.309,"endTime":357.745,"body":"control and I need I need to"},{"speaker":"Bryan Klein","startTime":355.309,"endTime":357.745,"body":"be able to look at differences"},{"speaker":"Bryan Klein","startTime":357.745,"endTime":361.145,"body":"between releases and where's"},{"speaker":"Bryan Klein","startTime":357.745,"endTime":361.145,"body":"your change log and, how do"},{"speaker":"Bryan Klein","startTime":361.145,"endTime":362.645,"body":"I report a problem and stuff?"},{"speaker":"Bryan Klein","startTime":362.645,"endTime":363.402,"body":"So, back in"},{"speaker":"Bryan Klein","startTime":363.402,"endTime":365.682,"body":"2006, I was hired by NIST."},{"speaker":"Wojciech Wegrzynski","startTime":365.892,"endTime":366.822,"body":"That's as a GIT"},{"speaker":"Bryan Klein","startTime":367.075,"endTime":368.035,"body":"yeah, yeah."},{"speaker":"Bryan Klein","startTime":368.065,"endTime":370.142,"body":"Well, and you know, I was"},{"speaker":"Bryan Klein","startTime":368.065,"endTime":370.142,"body":"kind of complaining and"},{"speaker":"Bryan Klein","startTime":370.142,"endTime":372.228,"body":"Kevin was like, well, can"},{"speaker":"Bryan Klein","startTime":370.142,"endTime":372.228,"body":"you come help us fix it?"},{"speaker":"Bryan Klein","startTime":372.438,"endTime":374.478,"body":"We're not a software"},{"speaker":"Bryan Klein","startTime":372.438,"endTime":374.478,"body":"development project like that."},{"speaker":"Bryan Klein","startTime":374.478,"endTime":376.278,"body":"We're a bunch of researchers"},{"speaker":"Bryan Klein","startTime":374.478,"endTime":376.278,"body":"trying to do something"},{"speaker":"Bryan Klein","startTime":376.278,"endTime":377.522,"body":"useful over here at NIST."},{"speaker":"Bryan Klein","startTime":377.522,"endTime":381.122,"body":"And like we did producing"},{"speaker":"Bryan Klein","startTime":377.522,"endTime":381.122,"body":"software in our specialty and"},{"speaker":"Bryan Klein","startTime":381.122,"endTime":383.552,"body":"I had some familiarity with"},{"speaker":"Bryan Klein","startTime":381.122,"endTime":383.552,"body":"source control and software"},{"speaker":"Bryan Klein","startTime":383.942,"endTime":384.872,"body":"development and building."},{"speaker":"Bryan Klein","startTime":384.902,"endTime":388.202,"body":"So I put together the"},{"speaker":"Bryan Klein","startTime":384.902,"endTime":388.202,"body":"original Google code project."},{"speaker":"Bryan Klein","startTime":388.308,"endTime":391.418,"body":"got all the source online,"},{"speaker":"Bryan Klein","startTime":388.308,"endTime":391.418,"body":"got the discussion groups,"},{"speaker":"Bryan Klein","startTime":391.418,"endTime":393.908,"body":"started on Google groups."},{"speaker":"Wojciech Wegrzynski","startTime":394.049,"endTime":394.509,"body":"this only"},{"speaker":"Wojciech Wegrzynski","startTime":394.649,"endTime":394.979,"body":"good to"},{"speaker":"Bryan Klein","startTime":395.273,"endTime":395.753,"body":"Yeah."},{"speaker":"Bryan Klein","startTime":395.783,"endTime":397.283,"body":"And then, yeah, that's my fault."},{"speaker":"Bryan Klein","startTime":397.793,"endTime":398.153,"body":"And then,"},{"speaker":"Wojciech Wegrzynski","startTime":398.669,"endTime":399.059,"body":"Thank you"},{"speaker":"Bryan Klein","startTime":399.143,"endTime":402.07,"body":"uh, got that"},{"speaker":"Bryan Klein","startTime":399.143,"endTime":402.07,"body":"set up and then even like"},{"speaker":"Bryan Klein","startTime":402.07,"endTime":404.2,"body":"automating VNV and publishing"},{"speaker":"Bryan Klein","startTime":402.07,"endTime":404.2,"body":"some of that stuff."},{"speaker":"Bryan Klein","startTime":404.2,"endTime":406.81,"body":"I worked a bit on the automation"},{"speaker":"Bryan Klein","startTime":404.2,"endTime":406.81,"body":"of the plotting and all of"},{"speaker":"Bryan Klein","startTime":406.81,"endTime":407.77,"body":"that stuff in the beginning."},{"speaker":"Bryan Klein","startTime":407.77,"endTime":411.19,"body":"So I'm trying to make"},{"speaker":"Bryan Klein","startTime":407.77,"endTime":411.19,"body":"it something that had an"},{"speaker":"Bryan Klein","startTime":411.22,"endTime":414.123,"body":"outward face that could be,"},{"speaker":"Bryan Klein","startTime":411.22,"endTime":414.123,"body":"interacted with by the users."},{"speaker":"Bryan Klein","startTime":414.123,"endTime":417.393,"body":"Cause it was, it was really like"},{"speaker":"Bryan Klein","startTime":414.123,"endTime":417.393,"body":"sending Kevin an email, right?"},{"speaker":"Bryan Klein","startTime":417.393,"endTime":418.293,"body":"That was the way you've."},{"speaker":"Bryan Klein","startTime":418.683,"endTime":420.723,"body":"And if you wanted the source"},{"speaker":"Bryan Klein","startTime":418.683,"endTime":420.723,"body":"code, he could send you"},{"speaker":"Bryan Klein","startTime":420.723,"endTime":423.633,"body":"a zip file of the latest"},{"speaker":"Bryan Klein","startTime":420.723,"endTime":423.633,"body":"version of the files that he"},{"speaker":"Bryan Klein","startTime":423.633,"endTime":426.183,"body":"had compiled from everybody"},{"speaker":"Bryan Klein","startTime":423.633,"endTime":426.183,"body":"else sending him zip file."},{"speaker":"Bryan Klein","startTime":426.478,"endTime":428.473,"body":"it was working, but it"},{"speaker":"Bryan Klein","startTime":426.478,"endTime":428.473,"body":"couldn't scale like that."},{"speaker":"Bryan Klein","startTime":428.473,"endTime":431.28,"body":"So, and then we started"},{"speaker":"Bryan Klein","startTime":428.473,"endTime":431.28,"body":"all that and it's gone wild"},{"speaker":"Bryan Klein","startTime":431.28,"endTime":433.95,"body":"since then and a huge credit"},{"speaker":"Bryan Klein","startTime":431.28,"endTime":433.95,"body":"to smoke view as well."},{"speaker":"Bryan Klein","startTime":433.95,"endTime":436.647,"body":"Like I don't think FDS would"},{"speaker":"Bryan Klein","startTime":433.95,"endTime":436.647,"body":"be as as well received if"},{"speaker":"Bryan Klein","startTime":436.647,"endTime":439.663,"body":"it wasn't for smoke, like"},{"speaker":"Bryan Klein","startTime":436.647,"endTime":439.663,"body":"that's just a huge compliment"},{"speaker":"Bryan Klein","startTime":439.693,"endTime":440.893,"body":"to FDS, to have that."},{"speaker":"Bryan Klein","startTime":440.894,"endTime":444.53,"body":"That tool, that visualizes"},{"speaker":"Bryan Klein","startTime":440.894,"endTime":444.53,"body":"in 3d what's happening, which"},{"speaker":"Bryan Klein","startTime":444.53,"endTime":446.15,"body":"gives you such good qualitative"},{"speaker":"Bryan Klein","startTime":446.18,"endTime":446.6,"body":"insights."},{"speaker":"Bryan Klein","startTime":446.6,"endTime":447.14,"body":"I think,"},{"speaker":"Wojciech Wegrzynski","startTime":447.18,"endTime":449.08,"body":"And"},{"speaker":"Wojciech Wegrzynski","startTime":447.18,"endTime":449.08,"body":"when, when did you decide that"},{"speaker":"Wojciech Wegrzynski","startTime":449.08,"endTime":452.3,"body":"the there's a, pre-processor"},{"speaker":"Wojciech Wegrzynski","startTime":449.08,"endTime":452.3,"body":"missing two to fill out"},{"speaker":"Wojciech Wegrzynski","startTime":452.3,"endTime":453.32,"body":"the complete, the puzzle?"},{"speaker":"Bryan Klein","startTime":453.79,"endTime":454.03,"body":"Yeah."},{"speaker":"Bryan Klein","startTime":454.03,"endTime":457.282,"body":"So, that was before I joined"},{"speaker":"Bryan Klein","startTime":454.03,"endTime":457.282,"body":"Thunderheads there was a"},{"speaker":"Bryan Klein","startTime":457.582,"endTime":460.545,"body":"SBIR, these are the small"},{"speaker":"Bryan Klein","startTime":457.582,"endTime":460.545,"body":"business, innovative research"},{"speaker":"Bryan Klein","startTime":460.575,"endTime":463.155,"body":"grants that come out from"},{"speaker":"Bryan 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already"},{"speaker":"Bryan Klein","startTime":478.032,"endTime":480.425,"body":"had a framework for like"},{"speaker":"Bryan Klein","startTime":480.428,"endTime":482.948,"body":"taking a solver and wrapping"},{"speaker":"Bryan Klein","startTime":480.428,"endTime":482.948,"body":"it with a pre-processor and"},{"speaker":"Bryan Klein","startTime":482.948,"endTime":484.118,"body":"post-process or toolkit."},{"speaker":"Bryan Klein","startTime":484.508,"endTime":488.185,"body":"And so they made a bid on"},{"speaker":"Bryan Klein","startTime":484.508,"endTime":488.185,"body":"that and, was awarded that"},{"speaker":"Bryan Klein","startTime":488.185,"endTime":492.165,"body":"SBR and got that initial"},{"speaker":"Bryan Klein","startTime":488.185,"endTime":492.165,"body":"funding to, to develop PyroSim"},{"speaker":"Bryan Klein","startTime":492.185,"endTime":494.308,"body":"him as the wrapper for FDS."},{"speaker":"Bryan Klein","startTime":494.308,"endTime":496.678,"body":"And so, and I remember"},{"speaker":"Bryan Klein","startTime":494.308,"endTime":496.678,"body":"when that, I actually"},{"speaker":"Bryan Klein","startTime":496.678,"endTime":498.958,"body":"remember when that happened,"},{"speaker":"Bryan Klein","startTime":496.678,"endTime":498.958,"body":"because I was still on"},{"speaker":"Bryan Klein","startTime":498.958,"endTime":500.068,"body":"the user side of things."},{"speaker":"Bryan Klein","startTime":500.068,"endTime":502.798,"body":"When PyroSim released, I"},{"speaker":"Bryan Klein","startTime":500.068,"endTime":502.798,"body":"was still using FDS sitting"},{"speaker":"Bryan Klein","startTime":502.798,"endTime":505.432,"body":"down with the text editor"},{"speaker":"Bryan Klein","startTime":502.798,"endTime":505.432,"body":"and copy, pasting text and"},{"speaker":"Bryan Klein","startTime":505.468,"endTime":506.638,"body":"fussing over all of that."},{"speaker":"Bryan Klein","startTime":506.638,"endTime":508.618,"body":"And I remember 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center in"},{"speaker":"Bryan Klein","startTime":520.174,"endTime":522.744,"body":"Washington state, in the U"},{"speaker":"Bryan Klein","startTime":522.744,"endTime":525.074,"body":"S and it was a private lab."},{"speaker":"Bryan Klein","startTime":525.104,"endTime":528.541,"body":"So we did a lot of litigation"},{"speaker":"Bryan Klein","startTime":525.104,"endTime":528.541,"body":"support, doing reconstruction"},{"speaker":"Bryan Klein","startTime":528.571,"endTime":531.091,"body":"type work and fire modeling"},{"speaker":"Bryan Klein","startTime":528.571,"endTime":531.091,"body":"related to reconstruction"},{"speaker":"Bryan Klein","startTime":531.511,"endTime":534.961,"body":"and standardized testing for"},{"speaker":"Bryan Klein","startTime":531.511,"endTime":534.961,"body":"building code compliance was"},{"speaker":"Bryan Klein","startTime":535.021,"endTime":536.197,"body":"the other big, part of that."},{"speaker":"Bryan Klein","startTime":536.197,"endTime":538.869,"body":"I was able to start my"},{"speaker":"Bryan Klein","startTime":536.197,"endTime":538.869,"body":"experience with FDS."},{"speaker":"Bryan Klein","startTime":538.869,"endTime":541.509,"body":"I think it was just around"},{"speaker":"Bryan Klein","startTime":538.869,"endTime":541.509,"body":"when version three released."},{"speaker":"Bryan Klein","startTime":542.304,"endTime":545.244,"body":"In a laboratory with the"},{"speaker":"Bryan Klein","startTime":542.304,"endTime":545.244,"body":"experimental resources."},{"speaker":"Bryan Klein","startTime":545.244,"endTime":548.667,"body":"So, you know, if I ran a model"},{"speaker":"Bryan Klein","startTime":545.244,"endTime":548.667,"body":"of a room, I had data, real"},{"speaker":"Bryan Klein","startTime":548.667,"endTime":551.337,"body":"data that was from a burning"},{"speaker":"Bryan Klein","startTime":548.667,"endTime":551.337,"body":"room that I could compare"},{"speaker":"Bryan Klein","startTime":551.337,"endTime":554.307,"body":"my results to, and kind of"},{"speaker":"Bryan Klein","startTime":551.337,"endTime":554.307,"body":"almost do many validations"},{"speaker":"Bryan Klein","startTime":554.787,"endTime":557.17,"body":"using that experimental data,"},{"speaker":"Bryan Klein","startTime":554.787,"endTime":557.17,"body":"which I thought was really"},{"speaker":"Bryan Klein","startTime":557.181,"endTime":560.607,"body":"valuable for me to understand"},{"speaker":"Bryan Klein","startTime":557.181,"endTime":560.607,"body":"the connection between, I"},{"speaker":"Bryan Klein","startTime":560.607,"endTime":563.007,"body":"can make some inputs and get"},{"speaker":"Bryan Klein","startTime":560.607,"endTime":563.007,"body":"a result and it's nothing"},{"speaker":"Bryan Klein","startTime":563.007,"endTime":564.927,"body":"like what actually happened."},{"speaker":"Wojciech Wegrzynski","startTime":565.007,"endTime":567.63,"body":"And"},{"speaker":"Wojciech Wegrzynski","startTime":565.007,"endTime":567.63,"body":"as, as a user was, how big"},{"speaker":"Wojciech Wegrzynski","startTime":567.63,"endTime":571.74,"body":"was it the jump for you to"},{"speaker":"Wojciech Wegrzynski","startTime":567.63,"endTime":571.74,"body":"suddenly have a graphics"},{"speaker":"Wojciech Wegrzynski","startTime":571.8,"endTime":574.17,"body":"interface on the software?"},{"speaker":"Wojciech Wegrzynski","startTime":574.296,"endTime":576.966,"body":"Because I think many people"},{"speaker":"Wojciech Wegrzynski","startTime":574.296,"endTime":576.966,"body":"today was starts with, they"},{"speaker":"Wojciech Wegrzynski","startTime":576.966,"endTime":580.303,"body":"never go through the phase of"},{"speaker":"Wojciech Wegrzynski","startTime":576.966,"endTime":580.303,"body":"writing their own FDS codes."},{"speaker":"Bryan Klein","startTime":580.566,"endTime":582.259,"body":"Yeah, in"},{"speaker":"Bryan Klein","startTime":580.566,"endTime":582.259,"body":"fact it was, pretty great."},{"speaker":"Bryan 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difficult"},{"speaker":"Bryan Klein","startTime":598.401,"endTime":601.251,"body":"to visualize from a bunch of OBS"},{"speaker":"Bryan Klein","startTime":601.251,"endTime":604.631,"body":"T lines from a bunch of these"},{"speaker":"Bryan Klein","startTime":601.251,"endTime":604.631,"body":"obstructions where things are."},{"speaker":"Bryan Klein","startTime":604.631,"endTime":607.091,"body":"If they're meeting up to each"},{"speaker":"Bryan Klein","startTime":604.631,"endTime":607.091,"body":"other, if there's gaps, you"},{"speaker":"Bryan Klein","startTime":607.091,"endTime":608.111,"body":"know, how things are positioned."},{"speaker":"Bryan Klein","startTime":608.111,"endTime":610.961,"body":"So you had to go through this"},{"speaker":"Bryan Klein","startTime":608.111,"endTime":610.961,"body":"iterative cycle of adding a few"},{"speaker":"Bryan Klein","startTime":610.961,"endTime":614.081,"body":"input lines and then running"},{"speaker":"Bryan Klein","startTime":610.961,"endTime":614.081,"body":"a zero time simulation to open"},{"speaker":"Bryan Klein","startTime":614.081,"endTime":616.001,"body":"it in smoke view and look at"},{"speaker":"Bryan Klein","startTime":614.081,"endTime":616.001,"body":"the model, oh, I need to fix"},{"speaker":"Bryan Klein","startTime":616.001,"endTime":617.111,"body":"that and go back and fix."},{"speaker":"Bryan Klein","startTime":617.111,"endTime":619.091,"body":"And, you know, you had"},{"speaker":"Bryan Klein","startTime":617.111,"endTime":619.091,"body":"to keep like this thing,"},{"speaker":"Bryan Klein","startTime":619.151,"endTime":619.331,"body":"whereas."},{"speaker":"Bryan Klein","startTime":619.926,"endTime":622.326,"body":"These tools, the 3d"},{"speaker":"Bryan Klein","startTime":619.926,"endTime":622.326,"body":"preprocessor really just as"},{"speaker":"Bryan Klein","startTime":622.326,"endTime":624.006,"body":"you're creating it, you're"},{"speaker":"Bryan Klein","startTime":622.326,"endTime":624.006,"body":"seeing what you're doing."},{"speaker":"Bryan Klein","startTime":624.006,"endTime":626.316,"body":"You get that immediate feedback"},{"speaker":"Bryan Klein","startTime":624.006,"endTime":626.316,"body":"and that really saves you time."},{"speaker":"Bryan Klein","startTime":626.616,"endTime":630.913,"body":"So before PyroSim I was using a"},{"speaker":"Bryan Klein","startTime":626.616,"endTime":630.913,"body":"tool called Vectorworks, which"},{"speaker":"Bryan Klein","startTime":630.913,"endTime":634.503,"body":"is kind of a CAD package and"},{"speaker":"Bryan Klein","startTime":630.913,"endTime":634.503,"body":"actually we hired somebody."},{"speaker":"Bryan Klein","startTime":634.503,"endTime":636.459,"body":"I had some initial scripts"},{"speaker":"Bryan Klein","startTime":634.503,"endTime":636.459,"body":"written, but we hired, a"},{"speaker":"Bryan Klein","startTime":636.479,"endTime":639.219,"body":"developer to write some more"},{"speaker":"Bryan Klein","startTime":636.479,"endTime":639.219,"body":"automation scripts to help"},{"speaker":"Bryan Klein","startTime":639.579,"endTime":642.579,"body":"they take like locus points"},{"speaker":"Bryan Klein","startTime":639.579,"endTime":642.579,"body":"and convert them into devices"},{"speaker":"Bryan Klein","startTime":642.579,"endTime":645.269,"body":"and take objects and decompose"},{"speaker":"Bryan Klein","startTime":642.579,"endTime":645.269,"body":"those into obstructions."},{"speaker":"Bryan Klein","startTime":645.269,"endTime":648.299,"body":"And almost trying to make"},{"speaker":"Bryan Klein","startTime":645.269,"endTime":648.299,"body":"like a pirate SIM type tool,"},{"speaker":"Bryan Klein","startTime":648.299,"endTime":649.709,"body":"but in, in a CAD package."},{"speaker":"Bryan Klein","startTime":649.709,"endTime":651.749,"body":"And I think other people"},{"speaker":"Bryan Klein","startTime":649.709,"endTime":651.749,"body":"did similar things."},{"speaker":"Wojciech Wegrzynski","startTime":651.799,"endTime":653.886,"body":"I"},{"speaker":"Wojciech Wegrzynski","startTime":651.799,"endTime":653.886,"body":"think now there is some"},{"speaker":"Wojciech Wegrzynski","startTime":654.036,"endTime":655.506,"body":"other packages existing."},{"speaker":"Wojciech Wegrzynski","startTime":655.803,"endTime":659.183,"body":"I know my colleagues from Poland"},{"speaker":"Wojciech Wegrzynski","startTime":655.803,"endTime":659.183,"body":"did, something called WizFDS."},{"speaker":"Wojciech Wegrzynski","startTime":659.203,"endTime":661.543,"body":"There's also a, I"},{"speaker":"Wojciech Wegrzynski","startTime":659.203,"endTime":661.543,"body":"think it's online tool."},{"speaker":"Wojciech Wegrzynski","startTime":661.753,"endTime":663.643,"body":"I know there's like two"},{"speaker":"Wojciech Wegrzynski","startTime":661.753,"endTime":663.643,"body":"or three different macro"},{"speaker":"Wojciech Wegrzynski","startTime":663.643,"endTime":667.183,"body":"sets for all the cat that"},{"speaker":"Wojciech Wegrzynski","startTime":663.643,"endTime":667.183,"body":"you can use to translate."},{"speaker":"Wojciech Wegrzynski","startTime":667.213,"endTime":668.053,"body":"Uh, so"},{"speaker":"Wojciech Wegrzynski","startTime":668.053,"endTime":668.473,"body":"there"},{"speaker":"Wojciech Wegrzynski","startTime":668.503,"endTime":671.863,"body":"definitely and blender at"},{"speaker":"Wojciech Wegrzynski","startTime":668.503,"endTime":671.863,"body":"the S yeah, that th that"},{"speaker":"Wojciech Wegrzynski","startTime":671.863,"endTime":674.213,"body":"was blender was, was, even"},{"speaker":"Wojciech Wegrzynski","startTime":671.863,"endTime":674.213,"body":"when I started there was"},{"speaker":"Wojciech Wegrzynski","startTime":674.213,"endTime":677.153,"body":"already blender and there"},{"speaker":"Wojciech Wegrzynski","startTime":674.213,"endTime":677.153,"body":"was Emanuelle Gissi, very"},{"speaker":"Wojciech Wegrzynski","startTime":677.153,"endTime":678.246,"body":"active in that, part,"},{"speaker":"Bryan Klein","startTime":678.546,"endTime":678.786,"body":"Yeah."},{"speaker":"Bryan Klein","startTime":678.786,"endTime":680.886,"body":"So the thing we wrote for"},{"speaker":"Bryan Klein","startTime":678.786,"endTime":680.886,"body":"Vectorworks was a lot like"},{"speaker":"Bryan Klein","startTime":680.886,"endTime":683.843,"body":"blender FDS, where it was like"},{"speaker":"Bryan Klein","startTime":680.886,"endTime":683.843,"body":"you model in this modeling tool,"},{"speaker":"Bryan Klein","startTime":683.843,"endTime":686.603,"body":"and then you use this package"},{"speaker":"Bryan Klein","startTime":683.843,"endTime":686.603,"body":"to extract or export a bunch"},{"speaker":"Bryan Klein","startTime":686.603,"endTime":689.873,"body":"of things to FTS input, but"},{"speaker":"Bryan Klein","startTime":686.603,"endTime":689.873,"body":"having a dedicated tool like"},{"speaker":"Bryan Klein","startTime":689.873,"endTime":693.333,"body":"PyroSim that's like its focus"},{"speaker":"Bryan Klein","startTime":689.873,"endTime":693.333,"body":"is just building FDS and files"},{"speaker":"Bryan Klein","startTime":693.353,"endTime":695.513,"body":"it's not a, it's not a"},{"speaker":"Bryan Klein","startTime":693.353,"endTime":695.513,"body":"general CAD package with a"},{"speaker":"Bryan Klein","startTime":695.513,"endTime":696.443,"body":"lot of bells and whistles."},{"speaker":"Bryan Klein","startTime":696.443,"endTime":699.593,"body":"It's very like narrowly"},{"speaker":"Bryan Klein","startTime":696.443,"endTime":699.593,"body":"focused on that I think is,"},{"speaker":"Bryan Klein","startTime":699.683,"endTime":702.023,"body":"was helpful because  learning"},{"speaker":"Bryan Klein","startTime":699.683,"endTime":702.023,"body":"a whole CAD tool learning"},{"speaker":"Bryan Klein","startTime":702.023,"endTime":704.933,"body":"blender just to get FDS"},{"speaker":"Bryan Klein","startTime":702.023,"endTime":704.933,"body":"files is like a big leap."},{"speaker":"Bryan Klein","startTime":704.933,"endTime":705.263,"body":"So,"},{"speaker":"Wojciech Wegrzynski","startTime":705.443,"endTime":707.389,"body":"I always"},{"speaker":"Wojciech Wegrzynski","startTime":705.443,"endTime":707.389,"body":"had this with this tools,"},{"speaker":"Wojciech Wegrzynski","startTime":707.459,"endTime":709.249,"body":"like for geometry is obvious."},{"speaker":"Wojciech Wegrzynski","startTime":709.279,"endTime":711.049,"body":"If you want to build a"},{"speaker":"Wojciech Wegrzynski","startTime":709.279,"endTime":711.049,"body":"building model, it, it"},{"speaker":"Wojciech Wegrzynski","startTime":711.049,"endTime":713.749,"body":"was obvious you needed to,"},{"speaker":"Wojciech Wegrzynski","startTime":711.049,"endTime":713.749,"body":"because as you mentioned,"},{"speaker":"Wojciech Wegrzynski","startTime":713.749,"endTime":715.609,"body":"you go above few obstacles."},{"speaker":"Wojciech Wegrzynski","startTime":715.939,"endTime":719.206,"body":"you either have to be a genius"},{"speaker":"Wojciech Wegrzynski","startTime":715.939,"endTime":719.206,"body":"in, imagining three dimensional"},{"speaker":"Wojciech Wegrzynski","startTime":719.206,"endTime":723.599,"body":"space with coordinates or I"},{"speaker":"Wojciech Wegrzynski","startTime":719.206,"endTime":723.599,"body":"dunno, some sort of gift to"},{"speaker":"Wojciech Wegrzynski","startTime":723.599,"endTime":726.006,"body":"be able project in your mind"},{"speaker":"Wojciech Wegrzynski","startTime":723.599,"endTime":726.006,"body":"what these coordinates mean,"},{"speaker":"Wojciech Wegrzynski","startTime":726.389,"endTime":727.279,"body":"with geometry is obvious."},{"speaker":"Wojciech Wegrzynski","startTime":727.279,"endTime":731.186,"body":"However, for like setting up"},{"speaker":"Wojciech Wegrzynski","startTime":727.279,"endTime":731.186,"body":"the fire reactions, I, think,"},{"speaker":"Wojciech Wegrzynski","startTime":731.359,"endTime":735.916,"body":"maybe the user interface is just"},{"speaker":"Wojciech Wegrzynski","startTime":731.359,"endTime":735.916,"body":"a do easy way to, to do that."},{"speaker":"Wojciech Wegrzynski","startTime":735.916,"endTime":738.076,"body":"You know, you have a window"},{"speaker":"Wojciech Wegrzynski","startTime":735.916,"endTime":738.076,"body":"with default options."},{"speaker":"Wojciech Wegrzynski","startTime":738.376,"endTime":742.536,"body":"I somehow always liked the"},{"speaker":"Wojciech Wegrzynski","startTime":738.376,"endTime":742.536,"body":"magic of writing it as a code."},{"speaker":"Wojciech Wegrzynski","startTime":742.843,"endTime":746.113,"body":"having to think about what"},{"speaker":"Wojciech Wegrzynski","startTime":742.843,"endTime":746.113,"body":"variables are looking, how they"},{"speaker":"Wojciech Wegrzynski","startTime":746.113,"endTime":750.943,"body":"connect to each other, even"},{"speaker":"Wojciech Wegrzynski","startTime":746.113,"endTime":750.943,"body":"today, when I'm, using, your,"},{"speaker":"Wojciech Wegrzynski","startTime":750.943,"endTime":754.426,"body":"your software and, commercially"},{"speaker":"Wojciech Wegrzynski","startTime":750.943,"endTime":754.426,"body":"where we're using ANSYS."},{"speaker":"Wojciech Wegrzynski","startTime":754.486,"endTime":757.366,"body":"So I'm not thinking actually"},{"speaker":"Wojciech Wegrzynski","startTime":754.486,"endTime":757.366,"body":"that much FDS simulations,"},{"speaker":"Wojciech Wegrzynski","startTime":757.696,"endTime":760.626,"body":"but for scientific research,"},{"speaker":"Wojciech Wegrzynski","startTime":757.696,"endTime":760.626,"body":"we, use FDS a lot and"},{"speaker":"Wojciech Wegrzynski","startTime":760.656,"endTime":762.266,"body":"even then I usually."},{"speaker":"Wojciech Wegrzynski","startTime":763.161,"endTime":766.541,"body":"Love to build the geometry,"},{"speaker":"Wojciech Wegrzynski","startTime":763.161,"endTime":766.541,"body":"with the pre-processor, but then"},{"speaker":"Wojciech Wegrzynski","startTime":766.571,"endTime":768.808,"body":"still a mess, a bit in a code."},{"speaker":"Wojciech Wegrzynski","startTime":768.838,"endTime":772.061,"body":"And that, you know, maybe it"},{"speaker":"Wojciech Wegrzynski","startTime":768.838,"endTime":772.061,"body":"gives me this false feeling"},{"speaker":"Wojciech Wegrzynski","startTime":772.091,"endTime":775.861,"body":"of have control over the"},{"speaker":"Wojciech Wegrzynski","startTime":772.091,"endTime":775.861,"body":"simulation, maybe You just feel"},{"speaker":"Wojciech Wegrzynski","startTime":775.861,"endTime":777.108,"body":"closer to what you're doing."},{"speaker":"Wojciech Wegrzynski","startTime":777.121,"endTime":779.205,"body":"it's not this magical box."},{"speaker":"Wojciech Wegrzynski","startTime":779.235,"endTime":781.851,"body":"And, it is dangerous to"},{"speaker":"Wojciech Wegrzynski","startTime":779.235,"endTime":781.851,"body":"have boxes when you're"},{"speaker":"Wojciech Wegrzynski","startTime":781.851,"endTime":784.278,"body":"dealing with such powerful"},{"speaker":"Wojciech Wegrzynski","startTime":781.851,"endTime":784.278,"body":"pieces of software,"},{"speaker":"Wojciech Wegrzynski","startTime":784.278,"endTime":784.758,"body":"right?"},{"speaker":"Bryan Klein","startTime":785.138,"endTime":785.378,"body":"Yeah."},{"speaker":"Bryan Klein","startTime":785.378,"endTime":787.214,"body":"I agree with and"},{"speaker":"Bryan Klein","startTime":785.378,"endTime":787.214,"body":"that actually a goal."},{"speaker":"Bryan Klein","startTime":787.334,"endTime":790.381,"body":"Like nothing should be a"},{"speaker":"Bryan Klein","startTime":787.334,"endTime":790.381,"body":"black box, and defaults, we've"},{"speaker":"Bryan Klein","startTime":790.381,"endTime":791.341,"body":"gone through various stages."},{"speaker":"Bryan Klein","startTime":791.341,"endTime":793.621,"body":"Even the FDS projects come"},{"speaker":"Bryan Klein","startTime":791.341,"endTime":793.621,"body":"through various stages"},{"speaker":"Bryan Klein","startTime":793.621,"endTime":796.051,"body":"of providing defaults to"},{"speaker":"Bryan Klein","startTime":793.621,"endTime":796.051,"body":"people, you know, providing"},{"speaker":"Bryan Klein","startTime":796.051,"endTime":797.071,"body":"libraries and things like"},{"speaker":"Wojciech Wegrzynski","startTime":797.291,"endTime":797.501,"body":"Yeah."},{"speaker":"Wojciech Wegrzynski","startTime":797.531,"endTime":800.471,"body":"I remembered the material"},{"speaker":"Wojciech Wegrzynski","startTime":797.531,"endTime":800.471,"body":"library that was there,"},{"speaker":"Wojciech Wegrzynski","startTime":800.479,"endTime":801.578,"body":"then it disappeared."},{"speaker":"Wojciech Wegrzynski","startTime":801.578,"endTime":803.558,"body":"And I remember that discussion."},{"speaker":"Wojciech Wegrzynski","startTime":803.558,"endTime":804.308,"body":"It was interesting."},{"speaker":"Bryan Klein","startTime":804.377,"endTime":804.667,"body":"Yeah."},{"speaker":"Bryan Klein","startTime":804.787,"endTime":807.031,"body":"And, and so that's"},{"speaker":"Bryan Klein","startTime":804.787,"endTime":807.031,"body":"something that, there's"},{"speaker":"Bryan Klein","startTime":807.031,"endTime":807.901,"body":"this balance right."},{"speaker":"Bryan Klein","startTime":807.901,"endTime":810.671,"body":"Between where helping somebody."},{"speaker":"Bryan Klein","startTime":810.929,"endTime":814.407,"body":"Make the process more efficient,"},{"speaker":"Bryan Klein","startTime":810.929,"endTime":814.407,"body":"more effective, like if I have"},{"speaker":"Bryan Klein","startTime":814.407,"endTime":816.927,"body":"to define a reaction, I don't"},{"speaker":"Bryan Klein","startTime":814.407,"endTime":816.927,"body":"want to spend a bunch of time"},{"speaker":"Bryan Klein","startTime":816.927,"endTime":819.837,"body":"looking through the table of"},{"speaker":"Bryan Klein","startTime":816.927,"endTime":819.837,"body":"all of the input parameters and"},{"speaker":"Bryan Klein","startTime":819.837,"endTime":821.127,"body":"figure out which ones apply."},{"speaker":"Bryan Klein","startTime":821.357,"endTime":823.197,"body":"you know, it's hard enough"},{"speaker":"Bryan Klein","startTime":821.357,"endTime":823.197,"body":"just figuring out what the"},{"speaker":"Bryan Klein","startTime":823.197,"endTime":825.837,"body":"input should be, let alone"},{"speaker":"Bryan Klein","startTime":823.197,"endTime":825.837,"body":"like the structure and all"},{"speaker":"Bryan Klein","startTime":825.837,"endTime":828.117,"body":"the possible parameters and"},{"speaker":"Bryan Klein","startTime":825.837,"endTime":828.117,"body":"everything, especially that's"},{"speaker":"Bryan Klein","startTime":828.117,"endTime":829.347,"body":"true with surfaces, right?"},{"speaker":"Bryan Klein","startTime":829.347,"endTime":832.437,"body":"Like the surface, the table"},{"speaker":"Bryan Klein","startTime":829.347,"endTime":832.437,"body":"of parameters for surf"},{"speaker":"Bryan Klein","startTime":832.437,"endTime":835.347,"body":"is like, I don't know, 40"},{"speaker":"Bryan Klein","startTime":832.437,"endTime":835.347,"body":"different inputs or something"},{"speaker":"Bryan Klein","startTime":835.347,"endTime":837.027,"body":"possible for a surf nameless."},{"speaker":"Bryan Klein","startTime":837.567,"endTime":841.604,"body":"So the UI for PyroSim has really"},{"speaker":"Bryan Klein","startTime":837.567,"endTime":841.604,"body":"been designed to help collect"},{"speaker":"Bryan Klein","startTime":841.604,"endTime":844.724,"body":"relevant parameters and show"},{"speaker":"Bryan Klein","startTime":841.604,"endTime":844.724,"body":"those in particular contexts"},{"speaker":"Bryan Klein","startTime":844.724,"endTime":847.724,"body":"to help sort of minimize the"},{"speaker":"Bryan Klein","startTime":844.724,"endTime":847.724,"body":"overhead of figuring out what"},{"speaker":"Bryan Klein","startTime":847.724,"endTime":850.724,"body":"you need to input and really"},{"speaker":"Bryan Klein","startTime":847.724,"endTime":850.724,"body":"focused user on the essentials"},{"speaker":"Bryan Klein","startTime":850.724,"endTime":853.852,"body":"that are required for that part"},{"speaker":"Bryan Klein","startTime":850.724,"endTime":853.852,"body":"of the definition of a surface"},{"speaker":"Bryan Klein","startTime":853.852,"endTime":854.992,"body":"or a reaction or whatever."},{"speaker":"Bryan Klein","startTime":855.404,"endTime":855.642,"body":"and now."},{"speaker":"Bryan Klein","startTime":856.033,"endTime":857.383,"body":"I would say there's"},{"speaker":"Bryan Klein","startTime":856.033,"endTime":857.383,"body":"a few defaults."},{"speaker":"Bryan Klein","startTime":857.413,"endTime":860.083,"body":"Maybe that's just a requirement"},{"speaker":"Bryan Klein","startTime":857.413,"endTime":860.083,"body":"that the data model, you"},{"speaker":"Bryan Klein","startTime":860.083,"endTime":862.233,"body":"know, like, starting with the"},{"speaker":"Bryan Klein","startTime":860.083,"endTime":862.233,"body":"heat release rate per unit"},{"speaker":"Bryan Klein","startTime":862.233,"endTime":863.763,"body":"area of value and not zero."},{"speaker":"Bryan Klein","startTime":864.083,"endTime":865.823,"body":"and maybe it would be"},{"speaker":"Bryan Klein","startTime":864.083,"endTime":865.823,"body":"better to just set it to"},{"speaker":"Bryan Klein","startTime":865.823,"endTime":867.953,"body":"zero instead of a thousand"},{"speaker":"Bryan Klein","startTime":865.823,"endTime":867.953,"body":"or whatever it's set to."},{"speaker":"Bryan Klein","startTime":867.953,"endTime":870.109,"body":"But, there's, always warnings"},{"speaker":"Bryan Klein","startTime":867.953,"endTime":870.109,"body":"that come with, these are"},{"speaker":"Bryan Klein","startTime":870.109,"endTime":871.152,"body":"just a starting value."},{"speaker":"Bryan Klein","startTime":871.242,"endTime":872.742,"body":"This is not what you use, right."},{"speaker":"Bryan Klein","startTime":872.742,"endTime":875.142,"body":"This is just a number that's"},{"speaker":"Bryan Klein","startTime":872.742,"endTime":875.142,"body":"sitting in the box, but you"},{"speaker":"Bryan Klein","startTime":875.142,"endTime":877.632,"body":"need to type in what you're"},{"speaker":"Bryan Klein","startTime":875.142,"endTime":877.632,"body":"supposed to type in based on"},{"speaker":"Bryan Klein","startTime":877.632,"endTime":879.522,"body":"your vent area and your heat"},{"speaker":"Bryan Klein","startTime":877.632,"endTime":879.522,"body":"release rate and everything"},{"speaker":"Bryan Klein","startTime":879.522,"endTime":880.212,"body":"that you're supposed to do."},{"speaker":"Bryan Klein","startTime":880.796,"endTime":881.996,"body":"and that could be confusing."},{"speaker":"Bryan Klein","startTime":881.996,"endTime":883.046,"body":"I think, to new users."},{"speaker":"Bryan Klein","startTime":883.272,"endTime":885.899,"body":"what is hard about this"},{"speaker":"Bryan Klein","startTime":883.272,"endTime":885.899,"body":"balance is we don't want to"},{"speaker":"Bryan Klein","startTime":885.899,"endTime":888.539,"body":"make it hard for advanced"},{"speaker":"Bryan Klein","startTime":885.899,"endTime":888.539,"body":"users to get their job done."},{"speaker":"Bryan Klein","startTime":888.894,"endTime":891.414,"body":"But by not making it hard for"},{"speaker":"Bryan Klein","startTime":888.894,"endTime":891.414,"body":"advanced users and being really"},{"speaker":"Bryan Klein","startTime":891.564,"endTime":894.504,"body":"ergonomic and everything, it"},{"speaker":"Bryan Klein","startTime":891.564,"endTime":894.504,"body":"makes it easier for new users"},{"speaker":"Bryan Klein","startTime":894.504,"endTime":895.761,"body":"to get wrong things, too."},{"speaker":"Bryan Klein","startTime":895.761,"endTime":896.061,"body":"Right."},{"speaker":"Bryan Klein","startTime":896.061,"endTime":899.224,"body":"So, we have added a few"},{"speaker":"Bryan Klein","startTime":896.061,"endTime":899.224,"body":"things in like warnings."},{"speaker":"Bryan Klein","startTime":899.254,"endTime":901.564,"body":"So if you don't define a"},{"speaker":"Bryan Klein","startTime":899.254,"endTime":901.564,"body":"reaction, but you create"},{"speaker":"Bryan Klein","startTime":901.564,"endTime":904.174,"body":"a burner, we don't create"},{"speaker":"Bryan Klein","startTime":901.564,"endTime":904.174,"body":"a reaction by default."},{"speaker":"Bryan Klein","startTime":904.174,"endTime":905.764,"body":"We don't create"},{"speaker":"Bryan Klein","startTime":904.174,"endTime":905.764,"body":"propane or whatever."},{"speaker":"Bryan Klein","startTime":905.764,"endTime":906.814,"body":"We don't write that in now."},{"speaker":"Bryan Klein","startTime":906.851,"endTime":908.891,"body":"I think we used to, we"},{"speaker":"Bryan Klein","startTime":906.851,"endTime":908.891,"body":"used to have a propane"},{"speaker":"Bryan Klein","startTime":908.891,"endTime":911.411,"body":"or a default reaction or"},{"speaker":"Bryan Klein","startTime":908.891,"endTime":911.411,"body":"polyurethane or something like"},{"speaker":"Bryan Klein","startTime":911.411,"endTime":913.801,"body":"that, just so it something"},{"speaker":"Bryan Klein","startTime":911.411,"endTime":913.801,"body":"would work if you ran it."},{"speaker":"Bryan Klein","startTime":913.801,"endTime":916.591,"body":"And then we decided actually"},{"speaker":"Bryan Klein","startTime":913.801,"endTime":916.591,"body":"is not very good idea, right."},{"speaker":"Bryan Klein","startTime":916.591,"endTime":918.151,"body":"Because now people make"},{"speaker":"Bryan Klein","startTime":918.151,"endTime":918.211,"body":"a"},{"speaker":"Bryan Klein","startTime":918.211,"endTime":921.031,"body":"burner and they run and they"},{"speaker":"Bryan Klein","startTime":918.211,"endTime":921.031,"body":"get a fire and they're good."},{"speaker":"Bryan Klein","startTime":921.031,"endTime":921.271,"body":"But"},{"speaker":"Bryan Klein","startTime":921.301,"endTime":922.861,"body":"like, they didn't"},{"speaker":"Bryan Klein","startTime":921.301,"endTime":922.861,"body":"define the reaction."},{"speaker":"Bryan Klein","startTime":923.041,"endTime":923.251,"body":"Yeah."},{"speaker":"Bryan Klein","startTime":923.251,"endTime":925.501,"body":"They see smoke and they see fire"},{"speaker":"Bryan Klein","startTime":923.251,"endTime":925.501,"body":"and everything looks good, but,"},{"speaker":"Bryan Klein","startTime":926.046,"endTime":928.692,"body":"we stepped away from that and"},{"speaker":"Bryan Klein","startTime":926.046,"endTime":928.692,"body":"now we just throw a warning."},{"speaker":"Bryan Klein","startTime":928.692,"endTime":931.692,"body":"Like, Hey, you have something"},{"speaker":"Bryan Klein","startTime":928.692,"endTime":931.692,"body":"that's requiring combustion, but"},{"speaker":"Bryan Klein","startTime":931.692,"endTime":932.932,"body":"you haven't defined reactions."},{"speaker":"Bryan Klein","startTime":932.932,"endTime":933.792,"body":"So you need to go do that."},{"speaker":"Bryan Klein","startTime":934.242,"endTime":936.042,"body":"And then it puts it"},{"speaker":"Bryan Klein","startTime":934.242,"endTime":936.042,"body":"back on the user."},{"speaker":"Bryan Klein","startTime":936.042,"endTime":937.902,"body":"Now they got to"},{"speaker":"Bryan Klein","startTime":936.042,"endTime":937.902,"body":"go into reactions."},{"speaker":"Bryan Klein","startTime":937.902,"endTime":940.189,"body":"And now we do have a library"},{"speaker":"Bryan Klein","startTime":937.902,"endTime":940.189,"body":"of reactions that they"},{"speaker":"Bryan Klein","startTime":940.189,"endTime":941.299,"body":"could pull from a library."},{"speaker":"Bryan Klein","startTime":942.019,"endTime":944.489,"body":"But again, those do"},{"speaker":"Bryan Klein","startTime":942.019,"endTime":944.489,"body":"come from sourced data."},{"speaker":"Bryan Klein","startTime":944.489,"endTime":946.289,"body":"They come from some"},{"speaker":"Bryan Klein","startTime":944.489,"endTime":946.289,"body":"like this reaction was"},{"speaker":"Bryan Klein","startTime":946.289,"endTime":947.399,"body":"used in this literature."},{"speaker":"Bryan Klein","startTime":947.399,"endTime":947.969,"body":"It's whatever."},{"speaker":"Bryan Klein","startTime":947.969,"endTime":951.019,"body":"So it's a starting point to"},{"speaker":"Bryan Klein","startTime":947.969,"endTime":951.019,"body":"give somebody placeholders, but"},{"speaker":"Bryan Klein","startTime":951.019,"endTime":954.139,"body":"again, it's the sort of burden"},{"speaker":"Bryan Klein","startTime":951.019,"endTime":954.139,"body":"is on the user to make sure"},{"speaker":"Bryan Klein","startTime":954.139,"endTime":957.559,"body":"that those inputs that are in"},{"speaker":"Bryan Klein","startTime":954.139,"endTime":957.559,"body":"their library actually reflect"},{"speaker":"Bryan Klein","startTime":957.562,"endTime":958.608,"body":"the model that they're making."},{"speaker":"Bryan Klein","startTime":959.443,"endTime":961.888,"body":"and it gives somebody a way that"},{"speaker":"Bryan Klein","startTime":959.443,"endTime":961.888,"body":"they can put their own reactions"},{"speaker":"Bryan Klein","startTime":961.888,"endTime":963.508,"body":"back into a library to reuse."},{"speaker":"Bryan Klein","startTime":963.508,"endTime":966.648,"body":"So the mechanism is super"},{"speaker":"Bryan Klein","startTime":963.508,"endTime":966.648,"body":"useful, but it could be misused."},{"speaker":"Bryan Klein","startTime":966.678,"endTime":969.665,"body":"And I,  I sort of struggle where"},{"speaker":"Bryan Klein","startTime":966.678,"endTime":969.665,"body":"that should be caught, right?"},{"speaker":"Bryan Klein","startTime":969.665,"endTime":971.465,"body":"Should it be caught"},{"speaker":"Bryan Klein","startTime":969.665,"endTime":971.465,"body":"by the software, make"},{"speaker":"Bryan Klein","startTime":971.465,"endTime":972.515,"body":"it really hard to use."},{"speaker":"Bryan Klein","startTime":972.905,"endTime":973.205,"body":"All right."},{"speaker":"Bryan Klein","startTime":973.205,"endTime":976.124,"body":"And, or not help anybody"},{"speaker":"Bryan Klein","startTime":973.205,"endTime":976.124,"body":"make it easy or should it"},{"speaker":"Bryan Klein","startTime":976.124,"endTime":978.014,"body":"be caught on the review?"},{"speaker":"Bryan Klein","startTime":978.159,"endTime":979.927,"body":"if there's a new user,"},{"speaker":"Bryan Klein","startTime":978.159,"endTime":979.927,"body":"somebody should be looking"},{"speaker":"Bryan Klein","startTime":979.927,"endTime":980.797,"body":"at what they're doing right."},{"speaker":"Bryan Klein","startTime":980.797,"endTime":982.674,"body":"There should be a"},{"speaker":"Bryan Klein","startTime":980.797,"endTime":982.674,"body":"knowledgeable engineer or"},{"speaker":"Bryan Klein","startTime":982.674,"endTime":985.374,"body":"a staff member, or even a"},{"speaker":"Bryan Klein","startTime":982.674,"endTime":985.374,"body":"third party review somewhere."},{"speaker":"Bryan Klein","startTime":985.434,"endTime":987.054,"body":"Maybe the authority"},{"speaker":"Bryan Klein","startTime":985.434,"endTime":987.054,"body":"who's reviewing it."},{"speaker":"Bryan Klein","startTime":987.054,"endTime":989.16,"body":"Somebody at somewhere has to"},{"speaker":"Bryan Klein","startTime":987.054,"endTime":989.16,"body":"go, why you use a thousand"},{"speaker":"Bryan Klein","startTime":989.16,"endTime":990.81,"body":"kilowatts per unit area, right?"},{"speaker":"Bryan Klein","startTime":990.84,"endTime":993.05,"body":"Like for your, he released"},{"speaker":"Bryan Klein","startTime":990.84,"endTime":993.05,"body":"rate per unit area."},{"speaker":"Bryan Klein","startTime":993.593,"endTime":996.654,"body":"500 or two 50 or 300,"},{"speaker":"Bryan Klein","startTime":993.593,"endTime":996.654,"body":"you just use the default."},{"speaker":"Bryan Klein","startTime":996.864,"endTime":997.164,"body":"Right."},{"speaker":"Bryan Klein","startTime":997.194,"endTime":999.764,"body":"And we have had conversations"},{"speaker":"Bryan Klein","startTime":997.194,"endTime":999.764,"body":"about building, like audit,"},{"speaker":"Bryan Klein","startTime":999.854,"endTime":1002.34,"body":"auditing tools to look"},{"speaker":"Bryan Klein","startTime":999.854,"endTime":1002.34,"body":"for defaults, right."},{"speaker":"Bryan Klein","startTime":1002.43,"endTime":1002.58,"body":"To"},{"speaker":"Bryan Klein","startTime":1002.58,"endTime":1004.86,"body":"help an authority, like"},{"speaker":"Bryan Klein","startTime":1002.58,"endTime":1004.86,"body":"yeah, run the, put your"},{"speaker":"Bryan Klein","startTime":1004.91,"endTime":1008.13,"body":"FDS file in here and it'll"},{"speaker":"Bryan Klein","startTime":1004.91,"endTime":1008.13,"body":"flag, Hey, this is a default"},{"speaker":"Bryan Klein","startTime":1008.13,"endTime":1011.207,"body":"value, you know, and maybe"},{"speaker":"Bryan Klein","startTime":1008.13,"endTime":1011.207,"body":"there's some good tooling."},{"speaker":"Bryan Klein","startTime":1011.207,"endTime":1012.643,"body":"We could do that"},{"speaker":"Bryan Klein","startTime":1011.207,"endTime":1012.643,"body":"in Pyre SIM okay."},{"speaker":"Bryan Klein","startTime":1012.643,"endTime":1013.063,"body":"These are all"},{"speaker":"Bryan Klein","startTime":1013.063,"endTime":1013.783,"body":"still defaults."},{"speaker":"Bryan Klein","startTime":1013.783,"endTime":1015.343,"body":"Do you want to run"},{"speaker":"Bryan Klein","startTime":1013.783,"endTime":1015.343,"body":"with these defaults?"},{"speaker":"Bryan Klein","startTime":1015.343,"endTime":1015.823,"body":"Okay, good."},{"speaker":"Bryan Klein","startTime":1015.823,"endTime":1015.973,"body":"And"},{"speaker":"Wojciech Wegrzynski","startTime":1016.003,"endTime":1017.403,"body":"We have that in ANSYS."},{"speaker":"Wojciech Wegrzynski","startTime":1017.727,"endTime":1019.347,"body":"And it's super useful,"},{"speaker":"Wojciech Wegrzynski","startTime":1017.727,"endTime":1019.347,"body":"and it's called the case"},{"speaker":"Wojciech Wegrzynski","startTime":1019.347,"endTime":1021.147,"body":"check and you run it."},{"speaker":"Wojciech Wegrzynski","startTime":1021.147,"endTime":1024.327,"body":"And it says, okay, this model"},{"speaker":"Wojciech Wegrzynski","startTime":1021.147,"endTime":1024.327,"body":"is chosen, is left in default."},{"speaker":"Wojciech Wegrzynski","startTime":1024.657,"endTime":1027.397,"body":"You've used this model, but"},{"speaker":"Wojciech Wegrzynski","startTime":1024.657,"endTime":1027.397,"body":"have not defined a species"},{"speaker":"Wojciech Wegrzynski","startTime":1027.397,"endTime":1028.857,"body":"is a re related to that."},{"speaker":"Wojciech Wegrzynski","startTime":1028.883,"endTime":1033.453,"body":"Or this numerical scheme is"},{"speaker":"Wojciech Wegrzynski","startTime":1028.883,"endTime":1033.453,"body":"used with this turbulence model."},{"speaker":"Wojciech Wegrzynski","startTime":1033.503,"endTime":1038.093,"body":"And it may cause this and this"},{"speaker":"Wojciech Wegrzynski","startTime":1033.503,"endTime":1038.093,"body":"and window by window gives"},{"speaker":"Wojciech Wegrzynski","startTime":1038.093,"endTime":1042.283,"body":"you relevant information on,"},{"speaker":"Wojciech Wegrzynski","startTime":1038.093,"endTime":1042.283,"body":"possible, threats related the"},{"speaker":"Wojciech Wegrzynski","startTime":1042.313,"endTime":1044.803,"body":"quality of the simulation that"},{"speaker":"Wojciech Wegrzynski","startTime":1042.313,"endTime":1044.803,"body":"that's actually quite useful."},{"speaker":"Wojciech Wegrzynski","startTime":1044.803,"endTime":1047.503,"body":"And the second check is"},{"speaker":"Wojciech Wegrzynski","startTime":1044.803,"endTime":1047.503,"body":"related to mesh, and it"},{"speaker":"Wojciech Wegrzynski","startTime":1047.503,"endTime":1051.103,"body":"gives you information about"},{"speaker":"Wojciech Wegrzynski","startTime":1047.503,"endTime":1051.103,"body":"the mesh quality skewness,"},{"speaker":"Bryan Klein","startTime":1051.16,"endTime":1051.43,"body":"yeah."},{"speaker":"Bryan Klein","startTime":1051.43,"endTime":1053.2,"body":"We've added some"},{"speaker":"Bryan Klein","startTime":1051.43,"endTime":1053.2,"body":"new mesh warnings."},{"speaker":"Bryan Klein","startTime":1053.2,"endTime":1055.54,"body":"Like if things aren't open,"},{"speaker":"Bryan Klein","startTime":1053.2,"endTime":1055.54,"body":"like if you didn't open"},{"speaker":"Bryan Klein","startTime":1055.54,"endTime":1057.49,"body":"your boundaries or don't"},{"speaker":"Bryan Klein","startTime":1055.54,"endTime":1057.49,"body":"have any kind of connection"},{"speaker":"Bryan Klein","startTime":1057.49,"endTime":1059.84,"body":"to ambient, like there's"},{"speaker":"Bryan Klein","startTime":1057.49,"endTime":1059.84,"body":"a warning now, but this is"},{"speaker":"Bryan Klein","startTime":1059.84,"endTime":1060.95,"body":"probably not going to run well."},{"speaker":"Bryan Klein","startTime":1061.417,"endTime":1063.787,"body":"and at least just get the"},{"speaker":"Bryan Klein","startTime":1061.417,"endTime":1063.787,"body":"user to reflect on the"},{"speaker":"Bryan Klein","startTime":1063.787,"endTime":1066.66,"body":"choices they've made without"},{"speaker":"Bryan Klein","startTime":1063.787,"endTime":1066.66,"body":"verifying every input, but"},{"speaker":"Bryan Klein","startTime":1066.66,"endTime":1068.19,"body":"say like, Hey, these are."},{"speaker":"Bryan Klein","startTime":1068.202,"endTime":1070.793,"body":"Some known pitfalls"},{"speaker":"Bryan Klein","startTime":1068.202,"endTime":1070.793,"body":"and try to expose those"},{"speaker":"Bryan Klein","startTime":1070.793,"endTime":1071.843,"body":"early in the process."},{"speaker":"Bryan Klein","startTime":1072.443,"endTime":1074.927,"body":"I don't necessarily think, we"},{"speaker":"Bryan Klein","startTime":1072.443,"endTime":1074.927,"body":"shouldn't make hammers harder"},{"speaker":"Bryan Klein","startTime":1074.927,"endTime":1077.187,"body":"to use just because somebody"},{"speaker":"Bryan Klein","startTime":1074.927,"endTime":1077.187,"body":"could like, not build a house."},{"speaker":"Bryan Klein","startTime":1077.187,"endTime":1077.487,"body":"Right."},{"speaker":"Bryan Klein","startTime":1077.697,"endTime":1080.229,"body":"You know, so knowing that the"},{"speaker":"Bryan Klein","startTime":1077.697,"endTime":1080.229,"body":"tool is not the given to give"},{"speaker":"Bryan Klein","startTime":1080.229,"endTime":1084.505,"body":"you the answer, but it's a data"},{"speaker":"Bryan Klein","startTime":1080.229,"endTime":1084.505,"body":"point in your rational analysis."},{"speaker":"Bryan Klein","startTime":1084.505,"endTime":1087.715,"body":"You know, you have this, this"},{"speaker":"Bryan Klein","startTime":1084.505,"endTime":1087.715,"body":"one answer from one simulation."},{"speaker":"Bryan Klein","startTime":1087.715,"endTime":1089.785,"body":"Maybe you need to do"},{"speaker":"Bryan Klein","startTime":1087.715,"endTime":1089.785,"body":"five or six more to get"},{"speaker":"Bryan Klein","startTime":1089.965,"endTime":1092.185,"body":"a little bit more data to"},{"speaker":"Bryan Klein","startTime":1089.965,"endTime":1092.185,"body":"increase your confidence."},{"speaker":"Bryan Klein","startTime":1092.185,"endTime":1092.337,"body":"And"},{"speaker":"Bryan Klein","startTime":1092.337,"endTime":1094.769,"body":"I think that's a broader topic"},{"speaker":"Bryan Klein","startTime":1092.337,"endTime":1094.769,"body":"than just like how the tool"},{"speaker":"Wojciech Wegrzynski","startTime":1094.939,"endTime":1095.089,"body":"Yeah."},{"speaker":"Wojciech Wegrzynski","startTime":1095.089,"endTime":1095.299,"body":"But"},{"speaker":"Wojciech Wegrzynski","startTime":1095.299,"endTime":1099.669,"body":"as, tool developer, you find"},{"speaker":"Wojciech Wegrzynski","startTime":1095.299,"endTime":1099.669,"body":"out that someone is using"},{"speaker":"Wojciech Wegrzynski","startTime":1099.759,"endTime":1102.039,"body":"a tool in a ridiculous way."},{"speaker":"Wojciech Wegrzynski","startTime":1102.214,"endTime":1105.962,"body":"based on, default values or"},{"speaker":"Wojciech Wegrzynski","startTime":1102.214,"endTime":1105.962,"body":"using some misconceptions"},{"speaker":"Wojciech Wegrzynski","startTime":1105.962,"endTime":1110.642,"body":"that you must have this urge"},{"speaker":"Wojciech Wegrzynski","startTime":1105.962,"endTime":1110.642,"body":"to try and prohibit that,"},{"speaker":"Wojciech Wegrzynski","startTime":1110.642,"endTime":1111.812,"body":"but, there must be limit."},{"speaker":"Wojciech Wegrzynski","startTime":1111.822,"endTime":1113.402,"body":"So you don't limit the"},{"speaker":"Wojciech Wegrzynski","startTime":1111.822,"endTime":1113.402,"body":"advanced user who know"},{"speaker":"Wojciech Wegrzynski","startTime":1113.402,"endTime":1114.182,"body":"what they're doing."},{"speaker":"Wojciech Wegrzynski","startTime":1114.292,"endTime":1117.259,"body":"So how we deal with that"},{"speaker":"Wojciech Wegrzynski","startTime":1114.292,"endTime":1117.259,"body":"as a, developer, that"},{"speaker":"Wojciech Wegrzynski","startTime":1117.279,"endTime":1118.199,"body":"always intrigued"},{"speaker":"Wojciech Wegrzynski","startTime":1118.199,"endTime":1118.349,"body":"me."},{"speaker":"Bryan Klein","startTime":1118.669,"endTime":1118.939,"body":"yeah."},{"speaker":"Bryan Klein","startTime":1118.939,"endTime":1120.559,"body":"So I mean, that,"},{"speaker":"Bryan Klein","startTime":1118.939,"endTime":1120.559,"body":"that is a good point."},{"speaker":"Bryan Klein","startTime":1120.559,"endTime":1123.459,"body":"That's why we backed away"},{"speaker":"Bryan Klein","startTime":1120.559,"endTime":1123.459,"body":"from default reactions."},{"speaker":"Bryan Klein","startTime":1123.509,"endTime":1125.636,"body":"Because we noticed that"},{"speaker":"Bryan Klein","startTime":1123.509,"endTime":1125.636,"body":"people weren't being careful."},{"speaker":"Bryan Klein","startTime":1125.719,"endTime":1128.689,"body":"So without increasing the"},{"speaker":"Bryan Klein","startTime":1125.719,"endTime":1128.689,"body":"burden too much, we just."},{"speaker":"Bryan Klein","startTime":1128.711,"endTime":1130.337,"body":"made there be a"},{"speaker":"Bryan Klein","startTime":1128.711,"endTime":1130.337,"body":"small hurdle, right?"},{"speaker":"Bryan Klein","startTime":1130.337,"endTime":1132.377,"body":"Like you can't run because"},{"speaker":"Bryan Klein","startTime":1130.337,"endTime":1132.377,"body":"you don't have a reaction."},{"speaker":"Bryan Klein","startTime":1132.377,"endTime":1133.307,"body":"So you got to go to find that."},{"speaker":"Bryan Klein","startTime":1133.427,"endTime":1133.697,"body":"Right."},{"speaker":"Bryan Klein","startTime":1133.727,"endTime":1136.817,"body":"And then not just that forces"},{"speaker":"Bryan Klein","startTime":1133.727,"endTime":1136.817,"body":"the user back into like, oh"},{"speaker":"Bryan Klein","startTime":1136.817,"endTime":1139.337,"body":"man, now I have to think about"},{"speaker":"Bryan Klein","startTime":1136.817,"endTime":1139.337,"body":"a reaction, which is critical."},{"speaker":"Bryan Klein","startTime":1139.537,"endTime":1141.347,"body":"That's the whole"},{"speaker":"Bryan Klein","startTime":1139.537,"endTime":1141.347,"body":"foundation of it."},{"speaker":"Bryan Klein","startTime":1141.347,"endTime":1142.967,"body":"They should have thought"},{"speaker":"Bryan Klein","startTime":1141.347,"endTime":1142.967,"body":"about a reaction already."},{"speaker":"Bryan Klein","startTime":1142.967,"endTime":1145.667,"body":"They didn't, but it's"},{"speaker":"Bryan Klein","startTime":1142.967,"endTime":1145.667,"body":"just to help remind people"},{"speaker":"Bryan Klein","startTime":1145.667,"endTime":1148.937,"body":"to make better choices"},{"speaker":"Bryan Klein","startTime":1145.667,"endTime":1148.937,"body":"where we can in the tool."},{"speaker":"Bryan Klein","startTime":1149.473,"endTime":1151.771,"body":"and looking at doing some"},{"speaker":"Bryan Klein","startTime":1149.473,"endTime":1151.771,"body":"things like that, even with,"},{"speaker":"Bryan Klein","startTime":1151.772,"endTime":1155.98,"body":"mesh sizes, for example, like"},{"speaker":"Bryan Klein","startTime":1151.772,"endTime":1155.98,"body":"with meshing, like, Hey, one"},{"speaker":"Bryan Klein","startTime":1155.98,"endTime":1159.027,"body":"goal of meshing is that each"},{"speaker":"Bryan Klein","startTime":1155.98,"endTime":1159.027,"body":"mesh should have approximately"},{"speaker":"Bryan Klein","startTime":1159.027,"endTime":1160.137,"body":"the same number of cells."},{"speaker":"Bryan Klein","startTime":1160.137,"endTime":1160.437,"body":"Right?"},{"speaker":"Bryan Klein","startTime":1160.467,"endTime":1162.837,"body":"Well, if we have a situation"},{"speaker":"Bryan Klein","startTime":1160.467,"endTime":1162.837,"body":"where you have one with a"},{"speaker":"Bryan Klein","startTime":1162.837,"endTime":1165.717,"body":"million cells and one with"},{"speaker":"Bryan Klein","startTime":1162.837,"endTime":1165.717,"body":"300,000 cells, you could say,"},{"speaker":"Bryan Klein","startTime":1165.717,"endTime":1168.507,"body":"Hey, this there's some imbalance"},{"speaker":"Bryan Klein","startTime":1165.717,"endTime":1168.507,"body":"in your meshing, right?"},{"speaker":"Bryan Klein","startTime":1168.507,"endTime":1170.277,"body":"Like you might want to"},{"speaker":"Bryan Klein","startTime":1168.507,"endTime":1170.277,"body":"go think about how you've"},{"speaker":"Bryan Klein","startTime":1170.277,"endTime":1171.15,"body":"balanced your load."},{"speaker":"Bryan Klein","startTime":1171.28,"endTime":1171.55,"body":"you know?"},{"speaker":"Bryan Klein","startTime":1171.55,"endTime":1173.243,"body":"And you can make that"},{"speaker":"Bryan Klein","startTime":1171.55,"endTime":1173.243,"body":"choice, but you could, it"},{"speaker":"Bryan Klein","startTime":1173.243,"endTime":1175.373,"body":"could stop somebody from"},{"speaker":"Bryan Klein","startTime":1173.243,"endTime":1175.373,"body":"being inefficient with."},{"speaker":"Bryan Klein","startTime":1175.398,"endTime":1177.332,"body":"There are computational"},{"speaker":"Bryan Klein","startTime":1175.398,"endTime":1177.332,"body":"work and go back to that."},{"speaker":"Bryan Klein","startTime":1177.332,"endTime":1179.342,"body":"And we've even made some"},{"speaker":"Bryan Klein","startTime":1177.332,"endTime":1179.342,"body":"tools to help mesh, to"},{"speaker":"Bryan Klein","startTime":1179.342,"endTime":1182.248,"body":"say like decompose this"},{"speaker":"Bryan Klein","startTime":1179.342,"endTime":1182.248,"body":"mesh into some number of"},{"speaker":"Bryan Klein","startTime":1182.488,"endTime":1183.658,"body":"meshes that have an equal"},{"speaker":"Bryan Klein","startTime":1183.658,"endTime":1184.588,"body":"number of cells, right?"},{"speaker":"Bryan Klein","startTime":1184.708,"endTime":1185.068,"body":"Yeah,"},{"speaker":"Wojciech Wegrzynski","startTime":1185.114,"endTime":1185.864,"body":"I've heard about that."},{"speaker":"Wojciech Wegrzynski","startTime":1185.864,"endTime":1187.634,"body":"I haven't haven't"},{"speaker":"Wojciech Wegrzynski","startTime":1185.864,"endTime":1187.634,"body":"used that one yet, but"},{"speaker":"Wojciech Wegrzynski","startTime":1188.394,"endTime":1191.334,"body":"have heard about the plan and"},{"speaker":"Wojciech Wegrzynski","startTime":1188.394,"endTime":1191.334,"body":"it's like, wow, that's so cool."},{"speaker":"Wojciech Wegrzynski","startTime":1191.534,"endTime":1194.88,"body":"I've used to do that on my own"},{"speaker":"Wojciech Wegrzynski","startTime":1191.534,"endTime":1194.88,"body":"with a calculator in my hands,"},{"speaker":"Wojciech Wegrzynski","startTime":1194.9,"endTime":1197.997,"body":"making sure that you can divide"},{"speaker":"Wojciech Wegrzynski","startTime":1194.9,"endTime":1197.997,"body":"it by two, three or five."},{"speaker":"Wojciech Wegrzynski","startTime":1198.387,"endTime":1200.5,"body":"And that, that was"},{"speaker":"Wojciech Wegrzynski","startTime":1198.387,"endTime":1200.5,"body":"quite a lot of fun."},{"speaker":"Wojciech Wegrzynski","startTime":1201.44,"endTime":1202.36,"body":"I appreciate if"},{"speaker":"Wojciech Wegrzynski","startTime":1202.36,"endTime":1203.41,"body":"you do it automatically"},{"speaker":"Bryan Klein","startTime":1203.702,"endTime":1203.942,"body":"And we"},{"speaker":"Bryan Klein","startTime":1203.942,"endTime":1205.382,"body":"do even have"},{"speaker":"Bryan Klein","startTime":1203.942,"endTime":1205.382,"body":"warnings of that too."},{"speaker":"Bryan Klein","startTime":1205.382,"endTime":1207.688,"body":"Like your cell scale,"},{"speaker":"Bryan Klein","startTime":1205.382,"endTime":1207.688,"body":"like, uh, it's good."},{"speaker":"Bryan Klein","startTime":1207.688,"endTime":1209.778,"body":"If the cells are more"},{"speaker":"Bryan Klein","startTime":1207.688,"endTime":1209.778,"body":"cubic than more of a"},{"speaker":"Bryan Klein","startTime":1209.778,"endTime":1210.798,"body":"stretch rectangle, right?"},{"speaker":"Bryan Klein","startTime":1210.818,"endTime":1213.958,"body":"So it won't stop you, but"},{"speaker":"Bryan Klein","startTime":1210.818,"endTime":1213.958,"body":"it just flags it in the UI."},{"speaker":"Bryan Klein","startTime":1213.958,"endTime":1216.565,"body":"Like, this is a one"},{"speaker":"Bryan Klein","startTime":1213.958,"endTime":1216.565,"body":"to one to four ratio."},{"speaker":"Bryan Klein","startTime":1217.35,"endTime":1220.14,"body":"Might want to change this one"},{"speaker":"Bryan Klein","startTime":1217.35,"endTime":1220.14,"body":"and maybe even a suggested"},{"speaker":"Bryan Klein","startTime":1220.14,"endTime":1221.25,"body":"value to get it back to them."},{"speaker":"Bryan Klein","startTime":1221.55,"endTime":1222.553,"body":"One-to-one right."},{"speaker":"Bryan Klein","startTime":1223.223,"endTime":1224.273,"body":"I think that's the thing."},{"speaker":"Bryan Klein","startTime":1224.303,"endTime":1227.626,"body":"It's a constant kind of feedback"},{"speaker":"Bryan Klein","startTime":1224.303,"endTime":1227.626,"body":"cycle with our users to see"},{"speaker":"Bryan Klein","startTime":1227.63,"endTime":1228.5,"body":"what they're doing, right."},{"speaker":"Bryan Klein","startTime":1228.5,"endTime":1229.52,"body":"What they're doing wrong."},{"speaker":"Bryan Klein","startTime":1229.7,"endTime":1232.6,"body":"And then using that information"},{"speaker":"Bryan Klein","startTime":1229.7,"endTime":1232.6,"body":"to try to tune the software to"},{"speaker":"Bryan Klein","startTime":1232.6,"endTime":1236.55,"body":"be better at the end goal, which"},{"speaker":"Bryan Klein","startTime":1232.6,"endTime":1236.55,"body":"is ultimately making the process"},{"speaker":"Bryan Klein","startTime":1236.55,"endTime":1240.26,"body":"of making accurate models as"},{"speaker":"Bryan Klein","startTime":1236.55,"endTime":1240.26,"body":"quickly and as easily as we can."},{"speaker":"Wojciech Wegrzynski","startTime":1240.31,"endTime":1242.019,"body":"I"},{"speaker":"Wojciech Wegrzynski","startTime":1240.31,"endTime":1242.019,"body":"really, wonder what type"},{"speaker":"Wojciech Wegrzynski","startTime":1242.019,"endTime":1244.929,"body":"of issues people come to"},{"speaker":"Wojciech Wegrzynski","startTime":1242.019,"endTime":1244.929,"body":"you like your customers."},{"speaker":"Wojciech Wegrzynski","startTime":1245.397,"endTime":1248.839,"body":"because I live in a silo,"},{"speaker":"Wojciech Wegrzynski","startTime":1245.397,"endTime":1248.839,"body":"we all live in a silo."},{"speaker":"Wojciech Wegrzynski","startTime":1249.199,"endTime":1251.892,"body":"I talk with researchers and, we."},{"speaker":"Wojciech Wegrzynski","startTime":1252.23,"endTime":1255.92,"body":"Sometimes may discuss the amount"},{"speaker":"Wojciech Wegrzynski","startTime":1252.23,"endTime":1255.92,"body":"of angles for radiation model."},{"speaker":"Wojciech Wegrzynski","startTime":1256.22,"endTime":1260.93,"body":"Sometimes mys may discuss a way,"},{"speaker":"Wojciech Wegrzynski","startTime":1256.22,"endTime":1260.93,"body":"how to, I don't know, model all"},{"speaker":"Wojciech Wegrzynski","startTime":1260.94,"endTime":1263.12,"body":"three modes of heat transfer"},{"speaker":"Wojciech Wegrzynski","startTime":1260.94,"endTime":1263.12,"body":"for a plate thermocouple or"},{"speaker":"Wojciech Wegrzynski","startTime":1263.12,"endTime":1266.179,"body":"something, but I really doubt"},{"speaker":"Wojciech Wegrzynski","startTime":1263.12,"endTime":1266.179,"body":"this would be the issues,"},{"speaker":"Wojciech Wegrzynski","startTime":1266.179,"endTime":1267.497,"body":"that the end-users have."},{"speaker":"Wojciech Wegrzynski","startTime":1267.893,"endTime":1271.25,"body":"I really wonder what what's"},{"speaker":"Wojciech Wegrzynski","startTime":1267.893,"endTime":1271.25,"body":"like from the user perspective,"},{"speaker":"Wojciech Wegrzynski","startTime":1271.747,"endTime":1276.117,"body":"your customer perspective, w"},{"speaker":"Wojciech Wegrzynski","startTime":1271.747,"endTime":1276.117,"body":"what is the needed developments"},{"speaker":"Wojciech Wegrzynski","startTime":1276.117,"endTime":1278.047,"body":"and  where could we assist"},{"speaker":"Bryan Klein","startTime":1278.097,"endTime":1278.337,"body":"yeah."},{"speaker":"Bryan Klein","startTime":1278.337,"endTime":1281.867,"body":"So one is just the computational"},{"speaker":"Bryan Klein","startTime":1278.337,"endTime":1281.867,"body":"load, how to, how to take a"},{"speaker":"Bryan Klein","startTime":1281.867,"endTime":1286.064,"body":"complex problem and run an"},{"speaker":"Bryan Klein","startTime":1281.867,"endTime":1286.064,"body":"accurate simulation in the"},{"speaker":"Bryan Klein","startTime":1286.064,"endTime":1287.114,"body":"shortest amount of time."},{"speaker":"Bryan Klein","startTime":1287.344,"endTime":1288.664,"body":"what strategies do we use?"},{"speaker":"Bryan Klein","startTime":1288.664,"endTime":1289.294,"body":"How do we do that?"},{"speaker":"Bryan Klein","startTime":1289.294,"endTime":1291.44,"body":"Cause you can, really make"},{"speaker":"Bryan Klein","startTime":1289.294,"endTime":1291.44,"body":"a mess for yourself, you"},{"speaker":"Bryan Klein","startTime":1291.44,"endTime":1293.707,"body":"know, and if you're not being"},{"speaker":"Bryan Klein","startTime":1291.44,"endTime":1293.707,"body":"efficient, if you're not"},{"speaker":"Bryan Klein","startTime":1293.707,"endTime":1296.497,"body":"blocking out unnecessary cells,"},{"speaker":"Bryan Klein","startTime":1293.707,"endTime":1296.497,"body":"if you're, there's a lot of"},{"speaker":"Bryan Klein","startTime":1296.497,"endTime":1300.067,"body":"techniques that there's almost"},{"speaker":"Bryan Klein","startTime":1296.497,"endTime":1300.067,"body":"an art to it or currently."},{"speaker":"Bryan Klein","startTime":1300.274,"endTime":1303.874,"body":"and so that could all kind of"},{"speaker":"Bryan Klein","startTime":1300.274,"endTime":1303.874,"body":"go away in some ways, if we"},{"speaker":"Bryan Klein","startTime":1303.874,"endTime":1306.494,"body":"had different ways of defining"},{"speaker":"Bryan Klein","startTime":1303.874,"endTime":1306.494,"body":"the mesh, which may be as."},{"speaker":"Bryan Klein","startTime":1306.992,"endTime":1309.715,"body":"automatic, you could do some"},{"speaker":"Bryan Klein","startTime":1306.992,"endTime":1309.715,"body":"kind of like adaptive mesh"},{"speaker":"Bryan Klein","startTime":1309.715,"endTime":1312.595,"body":"refinement system where, you"},{"speaker":"Bryan Klein","startTime":1309.715,"endTime":1312.595,"body":"know, we use , some metrics"},{"speaker":"Bryan Klein","startTime":1312.595,"endTime":1315.565,"body":"within the simulation to"},{"speaker":"Bryan Klein","startTime":1312.595,"endTime":1315.565,"body":"drive the resolution at"},{"speaker":"Bryan Klein","startTime":1315.565,"endTime":1317.095,"body":"specific zones or areas."},{"speaker":"Bryan Klein","startTime":1317.395,"endTime":1320.155,"body":"And that all happens"},{"speaker":"Bryan Klein","startTime":1317.395,"endTime":1320.155,"body":"automatically based on some"},{"speaker":"Bryan Klein","startTime":1320.155,"endTime":1323.485,"body":"quality thresholds or some"},{"speaker":"Bryan Klein","startTime":1320.155,"endTime":1323.485,"body":"something that the user defines."},{"speaker":"Wojciech Wegrzynski","startTime":1323.585,"endTime":1325.745,"body":"We have"},{"speaker":"Wojciech Wegrzynski","startTime":1323.585,"endTime":1325.745,"body":"that in ANSYS  as well, scale"},{"speaker":"Wojciech Wegrzynski","startTime":1325.805,"endTime":1329.155,"body":"scale adaptive simulation, but"},{"speaker":"Wojciech Wegrzynski","startTime":1325.805,"endTime":1329.155,"body":"not, truly using that much,"},{"speaker":"Wojciech Wegrzynski","startTime":1329.21,"endTime":1330.759,"body":"because it also brings a lot of"},{"speaker":"Wojciech Wegrzynski","startTime":1330.819,"endTime":1332.079,"body":"challenges on its own."},{"speaker":"Bryan Klein","startTime":1332.588,"endTime":1332.918,"body":"Yeah."},{"speaker":"Bryan Klein","startTime":1332.975,"endTime":1333.185,"body":"And I"},{"speaker":"Bryan Klein","startTime":1333.185,"endTime":1334.668,"body":"think that's part of"},{"speaker":"Bryan Klein","startTime":1333.185,"endTime":1334.668,"body":"why we don't have it"},{"speaker":"Bryan Klein","startTime":1334.668,"endTime":1335.688,"body":"in FDS already, too."},{"speaker":"Bryan Klein","startTime":1335.688,"endTime":1338.688,"body":"I know Randy worked on that"},{"speaker":"Bryan Klein","startTime":1335.688,"endTime":1338.688,"body":"a bit and just found like"},{"speaker":"Bryan Klein","startTime":1338.69,"endTime":1339.702,"body":"it became very difficult."},{"speaker":"Bryan Klein","startTime":1339.702,"endTime":1340.08,"body":"So"},{"speaker":"Wojciech Wegrzynski","startTime":1340.372,"endTime":1342.675,"body":"But yeah,"},{"speaker":"Wojciech Wegrzynski","startTime":1340.372,"endTime":1342.675,"body":"it will be magical if, this"},{"speaker":"Wojciech Wegrzynski","startTime":1342.945,"endTime":1346.189,"body":"happened, regardless of you,"},{"speaker":"Wojciech Wegrzynski","startTime":1342.945,"endTime":1346.189,"body":"if you could just define"},{"speaker":"Wojciech Wegrzynski","startTime":1346.189,"endTime":1350.907,"body":"qualitative metric to do it for"},{"speaker":"Wojciech Wegrzynski","startTime":1346.189,"endTime":1350.907,"body":"you and, It would also prevent"},{"speaker":"Wojciech Wegrzynski","startTime":1350.907,"endTime":1352.047,"body":"you just stupid decisions."},{"speaker":"Wojciech Wegrzynski","startTime":1352.047,"endTime":1353.757,"body":"You, you will prevent"},{"speaker":"Wojciech Wegrzynski","startTime":1352.047,"endTime":1353.757,"body":"you running a model with"},{"speaker":"Wojciech Wegrzynski","startTime":1353.757,"endTime":1355.737,"body":"like half meter match"},{"speaker":"Wojciech Wegrzynski","startTime":1353.757,"endTime":1355.737,"body":"because it runs faster."},{"speaker":"Bryan Klein","startTime":1356.037,"endTime":1357.971,"body":"well, and"},{"speaker":"Bryan Klein","startTime":1356.037,"endTime":1357.971,"body":"especially, big problem with"},{"speaker":"Bryan Klein","startTime":1358.001,"endTime":1361.484,"body":"meshing now is that what you get"},{"speaker":"Bryan Klein","startTime":1358.001,"endTime":1361.484,"body":"at time, zero is what you get"},{"speaker":"Bryan Klein","startTime":1361.544,"endTime":1362.714,"body":"by the end of the simulation."},{"speaker":"Bryan Klein","startTime":1362.714,"endTime":1366.424,"body":"And in an often, a lot of"},{"speaker":"Bryan Klein","startTime":1362.714,"endTime":1366.424,"body":"situations, the phenomena,"},{"speaker":"Bryan Klein","startTime":1366.429,"endTime":1368.824,"body":"the fire dynamics are"},{"speaker":"Bryan Klein","startTime":1366.429,"endTime":1368.824,"body":"transient in time and space."},{"speaker":"Bryan Klein","startTime":1368.824,"endTime":1372.177,"body":"So, you know what you've"},{"speaker":"Bryan Klein","startTime":1368.824,"endTime":1372.177,"body":"meshed for the first 10, five"},{"speaker":"Bryan Klein","startTime":1372.177,"endTime":1374.307,"body":"minutes of the fire isn't"},{"speaker":"Bryan Klein","startTime":1372.177,"endTime":1374.307,"body":"necessarily what needs to"},{"speaker":"Bryan Klein","startTime":1374.307,"endTime":1376.287,"body":"be meshed for the last five"},{"speaker":"Bryan Klein","startTime":1374.307,"endTime":1376.287,"body":"minutes of the fire, right?"},{"speaker":"Bryan Klein","startTime":1376.287,"endTime":1379.887,"body":"So you're by having to mesh at"},{"speaker":"Bryan Klein","startTime":1376.287,"endTime":1379.887,"body":"zero, it never changing the mesh"},{"speaker":"Bryan Klein","startTime":1379.887,"endTime":1381.807,"body":"is it really is not optimal."},{"speaker":"Bryan Klein","startTime":1382.354,"endTime":1385.364,"body":"But for shorter duration"},{"speaker":"Bryan Klein","startTime":1382.354,"endTime":1385.364,"body":"simulations, where everything's"},{"speaker":"Bryan Klein","startTime":1385.364,"endTime":1388.074,"body":"pretty much the same in time"},{"speaker":"Bryan Klein","startTime":1385.364,"endTime":1388.074,"body":"and space, , Then it's okay"},{"speaker":"Bryan Klein","startTime":1388.074,"endTime":1390.161,"body":"."},{"speaker":"Bryan Klein","startTime":1388.074,"endTime":1390.161,"body":"And, and I think that"},{"speaker":"Bryan Klein","startTime":1390.161,"endTime":1391.151,"body":"that whole problem."},{"speaker":"Bryan Klein","startTime":1391.334,"endTime":1392.764,"body":"that whole, like,"},{"speaker":"Bryan Klein","startTime":1391.334,"endTime":1392.764,"body":"how do I mesh this?"},{"speaker":"Bryan Klein","startTime":1392.764,"endTime":1395.794,"body":"What's the best mesh resolution"},{"speaker":"Bryan Klein","startTime":1392.764,"endTime":1395.794,"body":"mesh sensitivity studies."},{"speaker":"Bryan Klein","startTime":1395.794,"endTime":1398.091,"body":"There's a lot of effort"},{"speaker":"Bryan Klein","startTime":1395.794,"endTime":1398.091,"body":"that goes into this,"},{"speaker":"Bryan Klein","startTime":1398.211,"endTime":1399.441,"body":"just the way we mesh."},{"speaker":"Bryan Klein","startTime":1399.591,"endTime":1401.481,"body":"And if that changed, that"},{"speaker":"Bryan Klein","startTime":1399.591,"endTime":1401.481,"body":"could be a big benefit."},{"speaker":"Bryan Klein","startTime":1401.481,"endTime":1403.221,"body":"So that's, but that's an"},{"speaker":"Bryan Klein","startTime":1401.481,"endTime":1403.221,"body":"area of research that, you"},{"speaker":"Bryan Klein","startTime":1403.221,"endTime":1404.241,"body":"know, that's a big project."},{"speaker":"Bryan Klein","startTime":1404.271,"endTime":1406.971,"body":"Somebody wanted to try to"},{"speaker":"Bryan Klein","startTime":1404.271,"endTime":1406.971,"body":"add adaptive, mesh refinement"},{"speaker":"Bryan Klein","startTime":1406.971,"endTime":1409.311,"body":"into FDS, or have some ideas"},{"speaker":"Bryan Klein","startTime":1406.971,"endTime":1409.311,"body":"for that, how to do that."},{"speaker":"Bryan Klein","startTime":1409.611,"endTime":1412.461,"body":"Like I know that's a significant"},{"speaker":"Bryan Klein","startTime":1409.611,"endTime":1412.461,"body":"undertaking, so, but it"},{"speaker":"Bryan Klein","startTime":1412.461,"endTime":1413.301,"body":"would be an area of work."},{"speaker":"Bryan Klein","startTime":1414.356,"endTime":1415.256,"body":"Reactions."},{"speaker":"Bryan Klein","startTime":1415.313,"endTime":1418.192,"body":"and I would say like solid"},{"speaker":"Bryan Klein","startTime":1415.313,"endTime":1418.192,"body":"phase reactions and just that"},{"speaker":"Bryan Klein","startTime":1418.492,"endTime":1421.616,"body":"whole material properties,"},{"speaker":"Bryan Klein","startTime":1418.492,"endTime":1421.616,"body":"how to get, how to get real"},{"speaker":"Bryan Klein","startTime":1421.616,"endTime":1425.426,"body":"objects converted into FDS"},{"speaker":"Bryan Klein","startTime":1421.616,"endTime":1425.426,"body":"input is always a struggle."},{"speaker":"Bryan Klein","startTime":1425.486,"endTime":1428.622,"body":"And then testing that, you"},{"speaker":"Bryan Klein","startTime":1425.486,"endTime":1428.622,"body":"know, like just making sure"},{"speaker":"Bryan Klein","startTime":1428.622,"endTime":1431.016,"body":"that, for the heat in you"},{"speaker":"Bryan Klein","startTime":1428.622,"endTime":1431.016,"body":"get the reaction out, you"},{"speaker":"Bryan Klein","startTime":1431.016,"endTime":1432.306,"body":"get the decomposition step."},{"speaker":"Bryan Klein","startTime":1432.336,"endTime":1432.756,"body":"Correct."},{"speaker":"Bryan Klein","startTime":1432.756,"endTime":1433.776,"body":"You're getting the pyrolysis."},{"speaker":"Bryan Klein","startTime":1433.776,"endTime":1434.076,"body":"Right."},{"speaker":"Bryan Klein","startTime":1434.076,"endTime":1436.656,"body":"And you're getting the right"},{"speaker":"Bryan Klein","startTime":1434.076,"endTime":1436.656,"body":"fuels out of it that the"},{"speaker":"Bryan Klein","startTime":1436.656,"endTime":1437.976,"body":"energy balance is correct."},{"speaker":"Bryan Klein","startTime":1437.976,"endTime":1439.866,"body":"And in depth and all"},{"speaker":"Bryan Klein","startTime":1437.976,"endTime":1439.866,"body":"of that, I think,"},{"speaker":"Wojciech Wegrzynski","startTime":1440.126,"endTime":1441.582,"body":"I was always scared of"},{"speaker":"Wojciech Wegrzynski","startTime":1441.582,"endTime":1446.866,"body":"that, as, as a fire scientist,"},{"speaker":"Wojciech Wegrzynski","startTime":1441.582,"endTime":1446.866,"body":"I have very, very little"},{"speaker":"Wojciech Wegrzynski","startTime":1446.866,"endTime":1451.932,"body":"trust in my ability to really"},{"speaker":"Wojciech Wegrzynski","startTime":1446.866,"endTime":1451.932,"body":"model that well, like I would"},{"speaker":"Wojciech Wegrzynski","startTime":1451.932,"endTime":1455.112,"body":"consider myself somewhere"},{"speaker":"Wojciech Wegrzynski","startTime":1451.932,"endTime":1455.112,"body":"around an advanced user and."},{"speaker":"Wojciech Wegrzynski","startTime":1456.061,"endTime":1459.821,"body":"I've done TGA uh, I hope"},{"speaker":"Wojciech Wegrzynski","startTime":1456.061,"endTime":1459.821,"body":"I understand how it works,"},{"speaker":"Wojciech Wegrzynski","startTime":1459.821,"endTime":1463.311,"body":"but it scares the hell out"},{"speaker":"Wojciech Wegrzynski","startTime":1459.821,"endTime":1463.311,"body":"of me to model pyrolysis."},{"speaker":"Wojciech Wegrzynski","startTime":1463.311,"endTime":1466.931,"body":"And if it was that simple,"},{"speaker":"Wojciech Wegrzynski","startTime":1463.311,"endTime":1466.931,"body":"advanced models like G-Pyro"},{"speaker":"Wojciech Wegrzynski","startTime":1466.931,"endTime":1470.631,"body":"FDS would never exist, there"},{"speaker":"Wojciech Wegrzynski","startTime":1466.931,"endTime":1470.631,"body":"would not be a neat if you could"},{"speaker":"Wojciech Wegrzynski","startTime":1470.631,"endTime":1473.697,"body":"just, turn it into a simple"},{"speaker":"Wojciech Wegrzynski","startTime":1470.631,"endTime":1473.697,"body":"Arrhenius reaction, give me"},{"speaker":"Wojciech Wegrzynski","startTime":1473.697,"endTime":1475.587,"body":"two variables and we're done."},{"speaker":"Wojciech Wegrzynski","startTime":1475.947,"endTime":1477.987,"body":"It's not as simple."},{"speaker":"Wojciech Wegrzynski","startTime":1477.987,"endTime":1483.534,"body":"And yet I think there's a whole"},{"speaker":"Wojciech Wegrzynski","startTime":1477.987,"endTime":1483.534,"body":"group of people who maybe even"},{"speaker":"Wojciech Wegrzynski","startTime":1483.534,"endTime":1487.164,"body":"think that it's necessary for"},{"speaker":"Wojciech Wegrzynski","startTime":1483.534,"endTime":1487.164,"body":"the simulation to be credible,"},{"speaker":"Wojciech Wegrzynski","startTime":1487.584,"endTime":1490.937,"body":"because did I really simulate"},{"speaker":"Wojciech Wegrzynski","startTime":1487.584,"endTime":1490.937,"body":"fire when I didn't have my"},{"speaker":"Wojciech Wegrzynski","startTime":1490.937,"endTime":1492.587,"body":"solid face to gas face model?"},{"speaker":"Wojciech Wegrzynski","startTime":1492.587,"endTime":1493.127,"body":"I mean,"},{"speaker":"Wojciech Wegrzynski","startTime":1493.458,"endTime":1494.364,"body":"it's curious."},{"speaker":"Wojciech Wegrzynski","startTime":1494.364,"endTime":1497.124,"body":"And then again, I go back"},{"speaker":"Wojciech Wegrzynski","startTime":1494.364,"endTime":1497.124,"body":"to my simulations and I"},{"speaker":"Wojciech Wegrzynski","startTime":1497.124,"endTime":1498.534,"body":"define heat release rate."},{"speaker":"Wojciech Wegrzynski","startTime":1499.134,"endTime":1501.671,"body":"I define soot yields,"},{"speaker":"Wojciech Wegrzynski","startTime":1499.134,"endTime":1501.671,"body":"heat of combustion."},{"speaker":"Wojciech Wegrzynski","startTime":1501.671,"endTime":1502.391,"body":"That's pretty good."},{"speaker":"Wojciech Wegrzynski","startTime":1503.096,"endTime":1506.696,"body":"It's and these are the things"},{"speaker":"Wojciech Wegrzynski","startTime":1503.096,"endTime":1506.696,"body":"that will matter after all,"},{"speaker":"Wojciech Wegrzynski","startTime":1506.696,"endTime":1509.966,"body":"no matter how complex the"},{"speaker":"Wojciech Wegrzynski","startTime":1506.696,"endTime":1509.966,"body":"reaction was in between, if"},{"speaker":"Wojciech Wegrzynski","startTime":1509.966,"endTime":1512.576,"body":"you force model to release"},{"speaker":"Wojciech Wegrzynski","startTime":1509.966,"endTime":1512.576,"body":"two megawatts, it will release"},{"speaker":"Wojciech Wegrzynski","startTime":1512.576,"endTime":1515.966,"body":"two megawatts, no matter how"},{"speaker":"Wojciech Wegrzynski","startTime":1512.576,"endTime":1515.966,"body":"many steps the reaction has."},{"speaker":"Bryan Klein","startTime":1516.016,"endTime":1516.256,"body":"Yep."},{"speaker":"Bryan Klein","startTime":1516.382,"endTime":1518.419,"body":"Well then if you're using a"},{"speaker":"Bryan Klein","startTime":1516.382,"endTime":1518.419,"body":"burner, it's going to keep"},{"speaker":"Bryan Klein","startTime":1518.449,"endTime":1521.269,"body":"pumping that fuel mass out at"},{"speaker":"Bryan Klein","startTime":1518.449,"endTime":1521.269,"body":"whatever rate you specified,"},{"speaker":"Bryan Klein","startTime":1521.479,"endTime":1523.609,"body":"regardless of how much"},{"speaker":"Bryan Klein","startTime":1521.479,"endTime":1523.609,"body":"oxygen is available and the"},{"speaker":"Bryan Klein","startTime":1523.609,"endTime":1526.649,"body":"energy feedback and all of that,"},{"speaker":"Bryan Klein","startTime":1523.609,"endTime":1526.649,"body":"it just keeps pushing gas and"},{"speaker":"Wojciech Wegrzynski","startTime":1526.663,"endTime":1527.711,"body":"I"},{"speaker":"Wojciech Wegrzynski","startTime":1526.663,"endTime":1527.711,"body":"was always scared of that."},{"speaker":"Wojciech Wegrzynski","startTime":1527.711,"endTime":1530.688,"body":"I was, I always went towards"},{"speaker":"Wojciech Wegrzynski","startTime":1527.711,"endTime":1530.688,"body":"minimalization of the,"},{"speaker":"Wojciech Wegrzynski","startTime":1530.704,"endTime":1535.378,"body":"inputs I do, and to cut"},{"speaker":"Wojciech Wegrzynski","startTime":1530.704,"endTime":1535.378,"body":"as much out as possible."},{"speaker":"Wojciech Wegrzynski","startTime":1535.581,"endTime":1537.144,"body":"well, that, must be"},{"speaker":"Wojciech Wegrzynski","startTime":1535.581,"endTime":1537.144,"body":"interesting struggle."},{"speaker":"Wojciech Wegrzynski","startTime":1537.144,"endTime":1541.104,"body":"The new users may have"},{"speaker":"Wojciech Wegrzynski","startTime":1537.144,"endTime":1541.104,"body":"defining reactions and maybe"},{"speaker":"Wojciech Wegrzynski","startTime":1541.104,"endTime":1544.374,"body":"even believing that it's so"},{"speaker":"Wojciech Wegrzynski","startTime":1541.104,"endTime":1544.374,"body":"necessary to have that part."},{"speaker":"Wojciech Wegrzynski","startTime":1544.464,"endTime":1545.064,"body":"Correct."},{"speaker":"Bryan Klein","startTime":1545.314,"endTime":1546.761,"body":"I think part"},{"speaker":"Bryan Klein","startTime":1545.314,"endTime":1546.761,"body":"of it is we are, we know"},{"speaker":"Bryan Klein","startTime":1546.761,"endTime":1548.351,"body":"how reality works, right."},{"speaker":"Bryan Klein","startTime":1548.411,"endTime":1550.331,"body":"You know that you have"},{"speaker":"Bryan Klein","startTime":1548.411,"endTime":1550.331,"body":"something, you make it"},{"speaker":"Bryan Klein","startTime":1550.331,"endTime":1553.391,"body":"hot, it starts to burn then"},{"speaker":"Bryan Klein","startTime":1550.331,"endTime":1553.391,"body":"based on what it is, it's"},{"speaker":"Bryan Klein","startTime":1553.391,"endTime":1555.721,"body":"smoke comes out with certain"},{"speaker":"Bryan Klein","startTime":1553.391,"endTime":1555.721,"body":"chemistry and whatever,"},{"speaker":"Bryan Klein","startTime":1555.971,"endTime":1558.281,"body":"and you have an expectation"},{"speaker":"Bryan Klein","startTime":1558.281,"endTime":1560.164,"body":"that, well, if you have a fire"},{"speaker":"Bryan Klein","startTime":1558.281,"endTime":1560.164,"body":"simulator, then it's going"},{"speaker":"Bryan Klein","startTime":1560.164,"endTime":1561.244,"body":"to do the same thing, you"},{"speaker":"Wojciech Wegrzynski","startTime":1561.284,"endTime":1562.844,"body":"it's"},{"speaker":"Wojciech Wegrzynski","startTime":1561.284,"endTime":1562.844,"body":"going to simulate fire, right?"},{"speaker":"Bryan Klein","startTime":1562.924,"endTime":1563.194,"body":"Yeah."},{"speaker":"Bryan Klein","startTime":1563.194,"endTime":1566.824,"body":"That I, I have some things and"},{"speaker":"Bryan Klein","startTime":1563.194,"endTime":1566.824,"body":"I heat them up and they burn"},{"speaker":"Bryan Klein","startTime":1566.824,"endTime":1569.284,"body":"and like in a fire spreads"},{"speaker":"Bryan Klein","startTime":1566.824,"endTime":1569.284,"body":"around the room, over the"},{"speaker":"Bryan Klein","startTime":1569.284,"endTime":1571.564,"body":"carpet and everything just"},{"speaker":"Bryan Klein","startTime":1569.284,"endTime":1571.564,"body":"like it would do in reality."},{"speaker":"Bryan Klein","startTime":1571.564,"endTime":1571.941,"body":"And, and"},{"speaker":"Bryan Klein","startTime":1571.941,"endTime":1573.917,"body":"FDS doesn't really have the"},{"speaker":"Bryan Klein","startTime":1573.946,"endTime":1575.041,"body":"physics of the same thing."},{"speaker":"Wojciech Wegrzynski","startTime":1575.401,"endTime":1577.711,"body":"That's"},{"speaker":"Wojciech Wegrzynski","startTime":1575.401,"endTime":1577.711,"body":"the story of my CFD start, man."},{"speaker":"Wojciech Wegrzynski","startTime":1577.721,"endTime":1580.758,"body":"I maybe I've told you the"},{"speaker":"Wojciech Wegrzynski","startTime":1577.721,"endTime":1580.758,"body":"story, but the first time"},{"speaker":"Wojciech Wegrzynski","startTime":1580.768,"endTime":1582.238,"body":"I've started like PyroSim."},{"speaker":"Wojciech Wegrzynski","startTime":1582.258,"endTime":1585.168,"body":"And I was like, okay, let's"},{"speaker":"Wojciech Wegrzynski","startTime":1582.258,"endTime":1585.168,"body":"simulate something easy."},{"speaker":"Wojciech Wegrzynski","startTime":1585.438,"endTime":1586.488,"body":"Like, what's the easiest thing."},{"speaker":"Wojciech Wegrzynski","startTime":1586.518,"endTime":1587.928,"body":"Let's burn a log of wood."},{"speaker":"Wojciech Wegrzynski","startTime":1588.438,"endTime":1589.904,"body":"And I, I've built a model."},{"speaker":"Wojciech Wegrzynski","startTime":1589.904,"endTime":1593.324,"body":"I've put the piece of wood and"},{"speaker":"Wojciech Wegrzynski","startTime":1589.904,"endTime":1593.324,"body":"the first one didn't ignite,"},{"speaker":"Wojciech Wegrzynski","startTime":1593.354,"endTime":1594.634,"body":"the second one exploded."},{"speaker":"Wojciech Wegrzynski","startTime":1594.644,"endTime":1598.274,"body":"And I think that's actually an"},{"speaker":"Wojciech Wegrzynski","startTime":1594.644,"endTime":1598.274,"body":"interesting field of science."},{"speaker":"Wojciech Wegrzynski","startTime":1598.514,"endTime":1599.684,"body":"This would to"},{"speaker":"Wojciech Wegrzynski","startTime":1599.684,"endTime":1600.074,"body":"burn."},{"speaker":"Bryan Klein","startTime":1600.489,"endTime":1601.149,"body":"Yeah."},{"speaker":"Bryan Klein","startTime":1601.209,"endTime":1601.509,"body":"Yeah."},{"speaker":"Bryan Klein","startTime":1601.509,"endTime":1604.383,"body":"I didn't like, and did"},{"speaker":"Bryan Klein","startTime":1601.509,"endTime":1604.383,"body":"you model the lignin and"},{"speaker":"Bryan Klein","startTime":1604.383,"endTime":1606.362,"body":"all the, like components"},{"speaker":"Bryan Klein","startTime":1604.383,"endTime":1606.362,"body":"of the material"},{"speaker":"Bryan Klein","startTime":1606.362,"endTime":1606.812,"body":"and all of the"},{"speaker":"Wojciech Wegrzynski","startTime":1606.968,"endTime":1608.888,"body":"was"},{"speaker":"Wojciech Wegrzynski","startTime":1606.968,"endTime":1608.888,"body":"super, I was super, smart"},{"speaker":"Wojciech Wegrzynski","startTime":1608.888,"endTime":1609.908,"body":"and sassy back then."},{"speaker":"Wojciech Wegrzynski","startTime":1609.908,"endTime":1612.794,"body":"And, I've done all the"},{"speaker":"Wojciech Wegrzynski","startTime":1609.908,"endTime":1612.794,"body":"tricks in the SFP handbook"},{"speaker":"Wojciech Wegrzynski","startTime":1612.794,"endTime":1613.664,"body":"and the got them hooked."},{"speaker":"Wojciech Wegrzynski","startTime":1613.874,"endTime":1617.144,"body":"It either kept exploding"},{"speaker":"Wojciech Wegrzynski","startTime":1613.874,"endTime":1617.144,"body":"or didn't catch fire."},{"speaker":"Wojciech Wegrzynski","startTime":1617.144,"endTime":1617.414,"body":"So"},{"speaker":"Bryan Klein","startTime":1618.069,"endTime":1619.479,"body":"And you know,"},{"speaker":"Bryan Klein","startTime":1618.069,"endTime":1619.479,"body":"what's funny about that is that"},{"speaker":"Bryan Klein","startTime":1619.479,"endTime":1621.819,"body":"could have been just a mesh"},{"speaker":"Bryan Klein","startTime":1619.479,"endTime":1621.819,"body":"resolution issue too, right?"},{"speaker":"Bryan Klein","startTime":1621.879,"endTime":1624.609,"body":"Like completely unrelated,"},{"speaker":"Bryan Klein","startTime":1621.879,"endTime":1624.609,"body":"like, because you were averaging"},{"speaker":"Bryan Klein","startTime":1624.609,"endTime":1626.589,"body":"out the temperature on the"},{"speaker":"Bryan Klein","startTime":1624.609,"endTime":1626.589,"body":"surface too much, and it didn't"},{"speaker":"Bryan Klein","startTime":1626.589,"endTime":1627.549,"body":"get to the ignition point."},{"speaker":"Bryan Klein","startTime":1627.549,"endTime":1627.789,"body":"Right."},{"speaker":"Bryan Klein","startTime":1628.149,"endTime":1629.049,"body":"Like, there's, there's,"},{"speaker":"Bryan Klein","startTime":1629.049,"endTime":1630.619,"body":"a lot of complexity,"},{"speaker":"Bryan Klein","startTime":1629.049,"endTime":1630.619,"body":"and just that"},{"speaker":"Wojciech Wegrzynski","startTime":1630.994,"endTime":1632.734,"body":"but"},{"speaker":"Wojciech Wegrzynski","startTime":1630.994,"endTime":1632.734,"body":"then again, I have never used"},{"speaker":"Wojciech Wegrzynski","startTime":1632.734,"endTime":1635.374,"body":"the same model ever again"},{"speaker":"Wojciech Wegrzynski","startTime":1632.734,"endTime":1635.374,"body":"in my professional career"},{"speaker":"Wojciech Wegrzynski","startTime":1635.764,"endTime":1637.714,"body":"that was in a school, but in"},{"speaker":"Wojciech Wegrzynski","startTime":1635.764,"endTime":1637.714,"body":"a professional career, you"},{"speaker":"Wojciech Wegrzynski","startTime":1637.774,"endTime":1640.881,"body":"know, here's like design fire"},{"speaker":"Wojciech Wegrzynski","startTime":1637.774,"endTime":1640.881,"body":"scenario that you need to model"},{"speaker":"Wojciech Wegrzynski","startTime":1640.881,"endTime":1644.058,"body":"and it's alfa-t squared and"},{"speaker":"Wojciech Wegrzynski","startTime":1640.881,"endTime":1644.058,"body":"you just put that hard as a"},{"speaker":"Wojciech Wegrzynski","startTime":1644.058,"endTime":1645.338,"body":"hard boundary and that's it."},{"speaker":"Bryan Klein","startTime":1645.782,"endTime":1645.992,"body":"Yeah."},{"speaker":"Bryan Klein","startTime":1645.992,"endTime":1648.729,"body":"And I th I think that's a key"},{"speaker":"Bryan Klein","startTime":1645.992,"endTime":1648.729,"body":"point is that the majority of"},{"speaker":"Bryan Klein","startTime":1648.742,"endTime":1651.372,"body":"fire protection engineers, for"},{"speaker":"Bryan Klein","startTime":1648.742,"endTime":1651.372,"body":"example, they're using designed"},{"speaker":"Bryan Klein","startTime":1651.372,"endTime":1654.736,"body":"fire they're being more explicit"},{"speaker":"Bryan Klein","startTime":1651.372,"endTime":1654.736,"body":"about controlling what's"},{"speaker":"Bryan Klein","startTime":1654.736,"endTime":1655.906,"body":"happening in the environment."},{"speaker":"Bryan Klein","startTime":1656.05,"endTime":1659.242,"body":"there may be using curb ramp"},{"speaker":"Bryan Klein","startTime":1656.05,"endTime":1659.242,"body":"curves instead of flame spread."},{"speaker":"Bryan Klein","startTime":1659.242,"endTime":1659.542,"body":"Right."},{"speaker":"Bryan Klein","startTime":1659.542,"endTime":1663.496,"body":"And, because their FDS is in"},{"speaker":"Bryan Klein","startTime":1659.542,"endTime":1663.496,"body":"this weird space where it's,"},{"speaker":"Bryan Klein","startTime":1663.856,"endTime":1666.856,"body":"it was designed to be a very"},{"speaker":"Bryan Klein","startTime":1663.856,"endTime":1666.856,"body":"practical tool for engineers"},{"speaker":"Bryan Klein","startTime":1666.856,"endTime":1669.872,"body":"to get a good enough answer in"},{"speaker":"Bryan Klein","startTime":1666.856,"endTime":1669.872,"body":"a reasonable amount of time."},{"speaker":"Bryan Klein","startTime":1669.872,"endTime":1670.142,"body":"Right."},{"speaker":"Bryan Klein","startTime":1670.222,"endTime":1672.922,"body":"And so it's sort of tuned"},{"speaker":"Bryan Klein","startTime":1670.222,"endTime":1672.922,"body":"for that workspace, but"},{"speaker":"Bryan Klein","startTime":1672.922,"endTime":1675.952,"body":"it has all of these more"},{"speaker":"Bryan Klein","startTime":1672.922,"endTime":1675.952,"body":"detailed capabilities, right."},{"speaker":"Bryan Klein","startTime":1675.952,"endTime":1679.432,"body":"It can, you can go down to"},{"speaker":"Bryan Klein","startTime":1675.952,"endTime":1679.432,"body":"DNS mode and simulate the"},{"speaker":"Bryan Klein","startTime":1679.432,"endTime":1682.222,"body":"decomposition of a wick"},{"speaker":"Bryan Klein","startTime":1679.432,"endTime":1682.222,"body":"you know, of a candle flame"},{"speaker":"Bryan Klein","startTime":1682.222,"endTime":1685.072,"body":"and the, and all of that,"},{"speaker":"Bryan Klein","startTime":1682.222,"endTime":1685.072,"body":"like at a very small scale."},{"speaker":"Bryan Klein","startTime":1685.072,"endTime":1686.752,"body":"So, and so you get this."},{"speaker":"Bryan Klein","startTime":1687.025,"endTime":1690.291,"body":"Hybrid experience of, well,"},{"speaker":"Bryan Klein","startTime":1687.025,"endTime":1690.291,"body":"what's a very practical use"},{"speaker":"Bryan Klein","startTime":1690.291,"endTime":1692.964,"body":"of FDS in, to build a fire"},{"speaker":"Bryan Klein","startTime":1690.291,"endTime":1692.964,"body":"that's gives you enough"},{"speaker":"Bryan Klein","startTime":1692.964,"endTime":1695.294,"body":"information that you can make"},{"speaker":"Bryan Klein","startTime":1692.964,"endTime":1695.294,"body":"a rational decision about,"},{"speaker":"Bryan Klein","startTime":1695.914,"endTime":1697.474,"body":"or do I keep going deeper?"},{"speaker":"Bryan Klein","startTime":1697.474,"endTime":1700.174,"body":"Do I start getting into the"},{"speaker":"Bryan Klein","startTime":1697.474,"endTime":1700.174,"body":"research re research area of"},{"speaker":"Bryan Klein","startTime":1700.174,"endTime":1704.794,"body":"this, where I need sprinkler"},{"speaker":"Bryan Klein","startTime":1700.174,"endTime":1704.794,"body":"spray to presoak my materials"},{"speaker":"Bryan Klein","startTime":1704.794,"endTime":1709.144,"body":"and then, suppress my fire"},{"speaker":"Bryan Klein","startTime":1704.794,"endTime":1709.144,"body":"and, get the momentum transfer"},{"speaker":"Bryan Klein","startTime":1709.144,"endTime":1712.091,"body":"into the gas phase accurate,"},{"speaker":"Bryan Klein","startTime":1709.144,"endTime":1712.091,"body":"so, there's a lot of research"},{"speaker":"Bryan Klein","startTime":1712.091,"endTime":1714.204,"body":"in that area, to get all"},{"speaker":"Bryan Klein","startTime":1712.091,"endTime":1714.204,"body":"of that detail, but then."},{"speaker":"Bryan Klein","startTime":1714.656,"endTime":1716.816,"body":"how much of that can be"},{"speaker":"Bryan Klein","startTime":1714.656,"endTime":1716.816,"body":"transferred back up to a"},{"speaker":"Bryan Klein","startTime":1716.816,"endTime":1718.679,"body":"practical level where, you"},{"speaker":"Bryan Klein","startTime":1716.816,"endTime":1718.679,"body":"know, I need to get a few"},{"speaker":"Bryan Klein","startTime":1718.679,"endTime":1721.239,"body":"answers in a week or so, and"},{"speaker":"Bryan Klein","startTime":1718.679,"endTime":1721.239,"body":"have a good sense of what's"},{"speaker":"Bryan Klein","startTime":1721.239,"endTime":1722.139,"body":"happening in this building."},{"speaker":"Bryan Klein","startTime":1722.139,"endTime":1725.259,"body":"And if my smoke handling"},{"speaker":"Bryan Klein","startTime":1722.139,"endTime":1725.259,"body":"system will do the job or not."},{"speaker":"Bryan Klein","startTime":1725.512,"endTime":1728.392,"body":"and I think there's all these"},{"speaker":"Bryan Klein","startTime":1725.512,"endTime":1728.392,"body":"little pit pitfalls where people"},{"speaker":"Bryan Klein","startTime":1728.392,"endTime":1729.922,"body":"like, oh, that's a feature."},{"speaker":"Bryan Klein","startTime":1729.952,"endTime":1730.642,"body":"I should use that."},{"speaker":"Bryan Klein","startTime":1730.642,"endTime":1732.352,"body":"And it's like, actually,"},{"speaker":"Bryan Klein","startTime":1730.642,"endTime":1732.352,"body":"that's kind of over in this"},{"speaker":"Bryan Klein","startTime":1732.352,"endTime":1734.932,"body":"research space that nobody"},{"speaker":"Bryan Klein","startTime":1732.352,"endTime":1734.932,"body":"really fully understands yet."},{"speaker":"Bryan Klein","startTime":1734.932,"endTime":1735.802,"body":"There's not good models."},{"speaker":"Bryan Klein","startTime":1735.802,"endTime":1738.529,"body":"Or we just know, we're not"},{"speaker":"Bryan Klein","startTime":1735.802,"endTime":1738.529,"body":"going to go down that path"},{"speaker":"Bryan Klein","startTime":1738.559,"endTime":1740.389,"body":"because there's other tools"},{"speaker":"Bryan Klein","startTime":1738.559,"endTime":1740.389,"body":"that are better at that."},{"speaker":"Bryan Klein","startTime":1740.389,"endTime":1740.689,"body":"Right."},{"speaker":"Bryan Klein","startTime":1741.249,"endTime":1743.586,"body":"another example I"},{"speaker":"Bryan Klein","startTime":1741.249,"endTime":1743.586,"body":"would say of common."},{"speaker":"Bryan Klein","startTime":1743.941,"endTime":1747.391,"body":"Issues and frustration is the"},{"speaker":"Bryan Klein","startTime":1743.941,"endTime":1747.391,"body":"conversion of real geometry"},{"speaker":"Bryan Klein","startTime":1747.391,"endTime":1749.191,"body":"into this Lego block world."},{"speaker":"Bryan Klein","startTime":1749.191,"endTime":1749.461,"body":"Right."},{"speaker":"Bryan Klein","startTime":1749.521,"endTime":1751.921,"body":"And there's some problems"},{"speaker":"Bryan Klein","startTime":1749.521,"endTime":1751.921,"body":"that come from that and"},{"speaker":"Bryan Klein","startTime":1751.921,"endTime":1754.067,"body":"it's dependent on the mesh"},{"speaker":"Bryan Klein","startTime":1751.921,"endTime":1754.067,"body":"it's dependent on some other"},{"speaker":"Bryan Klein","startTime":1754.067,"endTime":1755.484,"body":"things, and how you model it."},{"speaker":"Bryan Klein","startTime":1755.514,"endTime":1758.034,"body":"And so somebody will take"},{"speaker":"Bryan Klein","startTime":1755.514,"endTime":1758.034,"body":"an architectural model of a"},{"speaker":"Bryan Klein","startTime":1758.034,"endTime":1761.454,"body":"building and import it into"},{"speaker":"Bryan Klein","startTime":1758.034,"endTime":1761.454,"body":"PyroSim and make a mesh around"},{"speaker":"Bryan Klein","startTime":1761.454,"endTime":1764.514,"body":"the thing and expect it to"},{"speaker":"Bryan Klein","startTime":1761.454,"endTime":1764.514,"body":"be what they brought in."},{"speaker":"Bryan Klein","startTime":1764.514,"endTime":1764.754,"body":"Right."},{"speaker":"Bryan Klein","startTime":1764.754,"endTime":1768.924,"body":"And not this rasterized blocky,"},{"speaker":"Bryan Klein","startTime":1764.754,"endTime":1768.924,"body":"stair-step diversion of it."},{"speaker":"Wojciech Wegrzynski","startTime":1769.434,"endTime":1770.924,"body":"there,"},{"speaker":"Wojciech Wegrzynski","startTime":1769.434,"endTime":1770.924,"body":"there is a reason why it's"},{"speaker":"Wojciech Wegrzynski","startTime":1770.924,"endTime":1773.924,"body":"\"SAWTOOTH = FALSE\" is a,"},{"speaker":"Wojciech Wegrzynski","startTime":1770.924,"endTime":1773.924,"body":"there is such a line and"},{"speaker":"Wojciech Wegrzynski","startTime":1773.934,"endTime":1775.014,"body":"it's you have"},{"speaker":"Bryan Klein","startTime":1775.094,"endTime":1775.664,"body":"that's gone away."},{"speaker":"Bryan Klein","startTime":1776.061,"endTime":1776.991,"body":"That that went away."},{"speaker":"Bryan Klein","startTime":1777.111,"endTime":1777.441,"body":"Yeah."},{"speaker":"Wojciech Wegrzynski","startTime":1777.501,"endTime":1778.071,"body":"Oh, cool."},{"speaker":"Bryan Klein","startTime":1778.521,"endTime":1781.161,"body":"But there is"},{"speaker":"Bryan Klein","startTime":1778.521,"endTime":1781.161,"body":"work going into what are,"},{"speaker":"Bryan Klein","startTime":1781.221,"endTime":1784.671,"body":"what is now called Geoms it's"},{"speaker":"Bryan Klein","startTime":1781.221,"endTime":1784.671,"body":"a new record set, um, where"},{"speaker":"Bryan Klein","startTime":1784.671,"endTime":1787.281,"body":"you can do this immersed"},{"speaker":"Bryan Klein","startTime":1784.671,"endTime":1787.281,"body":"boundary method or the IBM's"},{"speaker":"Bryan Klein","startTime":1787.431,"endTime":1787.941,"body":"method."},{"speaker":"Bryan Klein","startTime":1788.511,"endTime":1791.001,"body":"And so now you can have"},{"speaker":"Bryan Klein","startTime":1788.511,"endTime":1791.001,"body":"this non-regular geometry"},{"speaker":"Bryan Klein","startTime":1791.031,"endTime":1793.671,"body":"in the Cartesian mesh and"},{"speaker":"Bryan Klein","startTime":1791.031,"endTime":1793.671,"body":"there's this cuts out method."},{"speaker":"Bryan Klein","startTime":1793.671,"endTime":1795.344,"body":"That's applied to try"},{"speaker":"Bryan Klein","startTime":1793.671,"endTime":1795.344,"body":"to deal with that."},{"speaker":"Bryan Klein","startTime":1795.861,"endTime":1797.751,"body":"with it comes with more"},{"speaker":"Bryan Klein","startTime":1795.861,"endTime":1797.751,"body":"computational costs."},{"speaker":"Bryan Klein","startTime":1797.781,"endTime":1800.421,"body":"I won't expect people to model"},{"speaker":"Bryan Klein","startTime":1797.781,"endTime":1800.421,"body":"their whole building, in the"},{"speaker":"Bryan Klein","startTime":1800.421,"endTime":1803.301,"body":"immersed boundary method,"},{"speaker":"Bryan Klein","startTime":1800.421,"endTime":1803.301,"body":"but maybe critical geometry."},{"speaker":"Bryan Klein","startTime":1803.301,"endTime":1806.361,"body":"That's like, you really want to"},{"speaker":"Bryan Klein","startTime":1803.301,"endTime":1806.361,"body":"get the in, in and out of them."},{"speaker":"Bryan Klein","startTime":1806.361,"endTime":1807.257,"body":"So surfaces"},{"speaker":"Bryan Klein","startTime":1807.257,"endTime":1807.707,"body":"correct."},{"speaker":"Bryan Klein","startTime":1807.707,"endTime":1809.027,"body":"And the flow around the object."},{"speaker":"Wojciech Wegrzynski","startTime":1809.473,"endTime":1809.803,"body":"okay."},{"speaker":"Wojciech Wegrzynski","startTime":1810.013,"endTime":1810.953,"body":"I'm going to challenge you."},{"speaker":"Wojciech Wegrzynski","startTime":1810.983,"endTime":1812.303,"body":"I heard about this first"},{"speaker":"Wojciech Wegrzynski","startTime":1812.303,"endTime":1816.923,"body":"time in a FMTC in Malaga I"},{"speaker":"Wojciech Wegrzynski","startTime":1812.303,"endTime":1816.923,"body":"think it was, there was my"},{"speaker":"Wojciech Wegrzynski","startTime":1816.983,"endTime":1821.123,"body":"Marcus Vanella presenting the"},{"speaker":"Wojciech Wegrzynski","startTime":1816.983,"endTime":1821.123,"body":"first, approach with that."},{"speaker":"Wojciech Wegrzynski","startTime":1821.973,"endTime":1825.363,"body":"And, it was super impressive,"},{"speaker":"Wojciech Wegrzynski","startTime":1821.973,"endTime":1825.363,"body":"the, this immerse boundary"},{"speaker":"Wojciech Wegrzynski","startTime":1825.363,"endTime":1828.483,"body":"method, but he mentioned it"},{"speaker":"Wojciech Wegrzynski","startTime":1825.363,"endTime":1828.483,"body":"increases the computational"},{"speaker":"Wojciech Wegrzynski","startTime":1828.483,"endTime":1830.853,"body":"time, but by a factor of"},{"speaker":"Wojciech Wegrzynski","startTime":1828.483,"endTime":1830.853,"body":"something, I don't remember"},{"speaker":"Wojciech Wegrzynski","startTime":1830.853,"endTime":1831.483,"body":"the number, but"},{"speaker":"Wojciech Wegrzynski","startTime":1831.783,"endTime":1835.083,"body":"it was a significant factor,"},{"speaker":"Wojciech Wegrzynski","startTime":1831.783,"endTime":1835.083,"body":"like two, twice or three times."},{"speaker":"Wojciech Wegrzynski","startTime":1835.833,"endTime":1837.363,"body":"And that was like down."},{"speaker":"Wojciech Wegrzynski","startTime":1837.393,"endTime":1839.673,"body":"If that's the case, it's"},{"speaker":"Wojciech Wegrzynski","startTime":1837.393,"endTime":1839.673,"body":"not going to be ever used."},{"speaker":"Wojciech Wegrzynski","startTime":1839.703,"endTime":1843.933,"body":"Like people would rather"},{"speaker":"Wojciech Wegrzynski","startTime":1839.703,"endTime":1843.933,"body":"find lazy work around."},{"speaker":"Wojciech Wegrzynski","startTime":1844.873,"endTime":1847.393,"body":"Or, approximation rather"},{"speaker":"Wojciech Wegrzynski","startTime":1844.873,"endTime":1847.393,"body":"than use a technique that"},{"speaker":"Wojciech Wegrzynski","startTime":1847.453,"endTime":1850.243,"body":"increases computational time"},{"speaker":"Wojciech Wegrzynski","startTime":1847.453,"endTime":1850.243,"body":"by a factor of two or three."},{"speaker":"Wojciech Wegrzynski","startTime":1850.753,"endTime":1853.843,"body":"And, I don't even"},{"speaker":"Wojciech Wegrzynski","startTime":1850.753,"endTime":1853.843,"body":"have to go that far to"},{"speaker":"Wojciech Wegrzynski","startTime":1853.893,"endTime":1855.633,"body":"future set of features."},{"speaker":"Wojciech Wegrzynski","startTime":1855.633,"endTime":1857.973,"body":"We are here today and we"},{"speaker":"Wojciech Wegrzynski","startTime":1855.633,"endTime":1857.973,"body":"have the mesh resolution."},{"speaker":"Wojciech Wegrzynski","startTime":1858.333,"endTime":1860.003,"body":"You cut the mesh size by half."},{"speaker":"Wojciech Wegrzynski","startTime":1860.113,"endTime":1863.343,"body":"You, you increase the"},{"speaker":"Wojciech Wegrzynski","startTime":1860.113,"endTime":1863.343,"body":"computational time 16 times."},{"speaker":"Bryan Klein","startTime":1863.929,"endTime":1865.112,"body":"Well, I'd"},{"speaker":"Bryan Klein","startTime":1863.929,"endTime":1865.112,"body":"I'd rather have a two"},{"speaker":"Bryan Klein","startTime":1865.112,"endTime":1866.612,"body":"X increase than 16,"},{"speaker":"Bryan Klein","startTime":1866.882,"endTime":1867.182,"body":"right?"},{"speaker":"Bryan Klein","startTime":1867.242,"endTime":1868.262,"body":"Like, right."},{"speaker":"Bryan Klein","startTime":1868.712,"endTime":1871.59,"body":"So, so that's, I think where"},{"speaker":"Bryan Klein","startTime":1868.712,"endTime":1871.59,"body":"that, value might be as like,"},{"speaker":"Bryan Klein","startTime":1871.992,"endTime":1874.242,"body":"if I have just one part of"},{"speaker":"Bryan Klein","startTime":1871.992,"endTime":1874.242,"body":"the model that I need some"},{"speaker":"Bryan Klein","startTime":1874.242,"endTime":1877.632,"body":"good resolution around that"},{"speaker":"Bryan Klein","startTime":1874.242,"endTime":1877.632,"body":"space or around that object or"},{"speaker":"Bryan Klein","startTime":1877.632,"endTime":1880.392,"body":"that surface, the rest of the"},{"speaker":"Bryan Klein","startTime":1877.632,"endTime":1880.392,"body":"model could still be blocked."},{"speaker":"Bryan Klein","startTime":1880.392,"endTime":1883.992,"body":"So you, you don't need to"},{"speaker":"Bryan Klein","startTime":1880.392,"endTime":1883.992,"body":"write, use the whole thing,"},{"speaker":"Bryan Klein","startTime":1883.992,"endTime":1884.892,"body":"immersed boundary method."},{"speaker":"Bryan Klein","startTime":1884.892,"endTime":1886.782,"body":"It's just certain objects"},{"speaker":"Bryan Klein","startTime":1884.892,"endTime":1886.782,"body":"within the scene that are"},{"speaker":"Bryan Klein","startTime":1886.782,"endTime":1889.299,"body":"really critical to, you know,"},{"speaker":"Bryan Klein","startTime":1886.782,"endTime":1889.299,"body":"maybe you feel like those are"},{"speaker":"Bryan Klein","startTime":1889.299,"endTime":1892.179,"body":"critical to the analysis, , or"},{"speaker":"Bryan Klein","startTime":1889.299,"endTime":1892.179,"body":"maybe smaller scale things."},{"speaker":"Bryan Klein","startTime":1892.179,"endTime":1895.489,"body":"But, I mean, look at where"},{"speaker":"Bryan Klein","startTime":1892.179,"endTime":1895.489,"body":"computing has come computing"},{"speaker":"Bryan Klein","startTime":1895.489,"endTime":1897.889,"body":"power in the last two decades."},{"speaker":"Bryan Klein","startTime":1897.938,"endTime":1900.675,"body":"The clusters I was building"},{"speaker":"Bryan Klein","startTime":1897.938,"endTime":1900.675,"body":"when I was working at Western"},{"speaker":"Bryan Klein","startTime":1900.675,"endTime":1903.578,"body":"fire center are like weaker"},{"speaker":"Bryan Klein","startTime":1900.675,"endTime":1903.578,"body":"than my cell phone now."},{"speaker":"Bryan Klein","startTime":1903.578,"endTime":1903.848,"body":"Right."},{"speaker":"Bryan Klein","startTime":1904.465,"endTime":1905.745,"body":"with GPU's and scaling."},{"speaker":"Bryan Klein","startTime":1905.745,"endTime":1906.565,"body":"So I think that there's."},{"speaker":"Bryan Klein","startTime":1906.641,"endTime":1909.041,"body":"Optimizations there's things"},{"speaker":"Bryan Klein","startTime":1906.641,"endTime":1909.041,"body":"that can happen that can"},{"speaker":"Bryan Klein","startTime":1909.371,"endTime":1912.948,"body":"improve our ability to"},{"speaker":"Bryan Klein","startTime":1909.371,"endTime":1912.948,"body":"solve harder problems at"},{"speaker":"Bryan Klein","startTime":1912.948,"endTime":1913.968,"body":"the same speed or faster."},{"speaker":"Bryan Klein","startTime":1913.968,"endTime":1915.778,"body":"But, sometimes it just"},{"speaker":"Bryan Klein","startTime":1913.968,"endTime":1915.778,"body":"might be the question"},{"speaker":"Bryan Klein","startTime":1915.778,"endTime":1917.668,"body":"of time, cost and"},{"speaker":"Bryan Klein","startTime":1915.778,"endTime":1917.668,"body":"accuracy, right?"},{"speaker":"Bryan Klein","startTime":1917.668,"endTime":1920.428,"body":"Like, so maybe you don't"},{"speaker":"Bryan Klein","startTime":1917.668,"endTime":1920.428,"body":"need to spend the time"},{"speaker":"Bryan Klein","startTime":1920.566,"endTime":1922.618,"body":"it's a decision, that's an"},{"speaker":"Bryan Klein","startTime":1920.566,"endTime":1922.618,"body":"engineering choice, right."},{"speaker":"Bryan Klein","startTime":1922.618,"endTime":1924.568,"body":"That's something"},{"speaker":"Bryan Klein","startTime":1922.618,"endTime":1924.568,"body":"a user has to go."},{"speaker":"Bryan Klein","startTime":1924.808,"endTime":1925.708,"body":"Is it worth extra?"},{"speaker":"Bryan Klein","startTime":1925.768,"endTime":1927.448,"body":"Like how much more"},{"speaker":"Bryan Klein","startTime":1925.768,"endTime":1927.448,"body":"do I get out of this?"},{"speaker":"Bryan Klein","startTime":1927.838,"endTime":1928.888,"body":"And is it worth the cost?"},{"speaker":"Bryan Klein","startTime":1929.118,"endTime":1930.258,"body":"maybe it is, maybe it isn't."},{"speaker":"Bryan Klein","startTime":1930.258,"endTime":1932.028,"body":"So I don't think it's"},{"speaker":"Bryan Klein","startTime":1930.258,"endTime":1932.028,"body":"going to be the default."},{"speaker":"Bryan Klein","startTime":1932.028,"endTime":1933.738,"body":"Like everybody should"},{"speaker":"Bryan Klein","startTime":1932.028,"endTime":1933.738,"body":"just import their whole"},{"speaker":"Bryan Klein","startTime":1933.738,"endTime":1935.358,"body":"building, run it all immerse"},{"speaker":"Bryan Klein","startTime":1935.358,"endTime":1935.838,"body":"boundary"},{"speaker":"Bryan Klein","startTime":1935.838,"endTime":1938.118,"body":"and just, you know, pay the"},{"speaker":"Bryan Klein","startTime":1935.838,"endTime":1938.118,"body":"cost for the entire building."},{"speaker":"Wojciech Wegrzynski","startTime":1938.42,"endTime":1940.34,"body":"and"},{"speaker":"Wojciech Wegrzynski","startTime":1938.42,"endTime":1940.34,"body":"have amazing doorknob"},{"speaker":"Wojciech Wegrzynski","startTime":1940.37,"endTime":1941.09,"body":"aerodynamics"},{"speaker":"Bryan Klein","startTime":1941.175,"endTime":1944.505,"body":"yeah, your"},{"speaker":"Bryan Klein","startTime":1941.175,"endTime":1944.505,"body":"inches, your engine, your"},{"speaker":"Bryan Klein","startTime":1944.505,"endTime":1947.205,"body":"trim, you know, you see the"},{"speaker":"Bryan Klein","startTime":1944.505,"endTime":1947.205,"body":"flow around your trim and your"},{"speaker":"Bryan Klein","startTime":1947.205,"endTime":1948.465,"body":"door frame and everything."},{"speaker":"Bryan Klein","startTime":1948.495,"endTime":1948.735,"body":"Yeah."},{"speaker":"Bryan Klein","startTime":1948.765,"endTime":1949.875,"body":"I don't see that as like"},{"speaker":"Bryan Klein","startTime":1949.88,"endTime":1950.488,"body":"that won't be"},{"speaker":"Bryan Klein","startTime":1950.498,"endTime":1950.678,"body":"How"},{"speaker":"Bryan Klein","startTime":1950.678,"endTime":1951.188,"body":"it will be,"},{"speaker":"Wojciech Wegrzynski","startTime":1951.237,"endTime":1952.163,"body":"let's hope for that."},{"speaker":"Wojciech Wegrzynski","startTime":1952.493,"endTime":1954.203,"body":"You you've touched the"},{"speaker":"Wojciech Wegrzynski","startTime":1952.493,"endTime":1954.203,"body":"competitional power."},{"speaker":"Wojciech Wegrzynski","startTime":1954.53,"endTime":1956.54,"body":"there are funny ways you"},{"speaker":"Wojciech Wegrzynski","startTime":1954.53,"endTime":1956.54,"body":"can spend your computational"},{"speaker":"Wojciech Wegrzynski","startTime":1956.54,"endTime":1959.33,"body":"power, you know, not"},{"speaker":"Wojciech Wegrzynski","startTime":1956.54,"endTime":1959.33,"body":"necessarily on the accuracy."},{"speaker":"Wojciech Wegrzynski","startTime":1959.712,"endTime":1963.467,"body":"It's very tempting to go"},{"speaker":"Wojciech Wegrzynski","startTime":1959.712,"endTime":1963.467,"body":"into multiple scenarios"},{"speaker":"Wojciech Wegrzynski","startTime":1963.497,"endTime":1968.437,"body":"or what if a analysis or"},{"speaker":"Wojciech Wegrzynski","startTime":1963.497,"endTime":1968.437,"body":"parametric studies and."},{"speaker":"Wojciech Wegrzynski","startTime":1969.367,"endTime":1971.917,"body":"You see that in evacuation"},{"speaker":"Wojciech Wegrzynski","startTime":1969.367,"endTime":1971.917,"body":"modeling where basically the"},{"speaker":"Wojciech Wegrzynski","startTime":1971.917,"endTime":1975.637,"body":"calculation time, I wouldn't"},{"speaker":"Wojciech Wegrzynski","startTime":1971.917,"endTime":1975.637,"body":"say it's irrelevant, but"},{"speaker":"Wojciech Wegrzynski","startTime":1975.727,"endTime":1979.327,"body":"even very complex models you"},{"speaker":"Wojciech Wegrzynski","startTime":1975.727,"endTime":1979.327,"body":"can get to under an hour."},{"speaker":"Wojciech Wegrzynski","startTime":1979.956,"endTime":1981.816,"body":"it is completely different"},{"speaker":"Wojciech Wegrzynski","startTime":1979.956,"endTime":1981.816,"body":"timescale than CFD"},{"speaker":"Wojciech Wegrzynski","startTime":1982.136,"endTime":1984.206,"body":"I would say it's not a"},{"speaker":"Wojciech Wegrzynski","startTime":1982.136,"endTime":1984.206,"body":"part of the optimization"},{"speaker":"Wojciech Wegrzynski","startTime":1984.206,"endTime":1988.736,"body":"equation and I wonder where"},{"speaker":"Wojciech Wegrzynski","startTime":1984.206,"endTime":1988.736,"body":"it would go in, in CFD."},{"speaker":"Wojciech Wegrzynski","startTime":1988.736,"endTime":1992.125,"body":"And you sit here as a developer,"},{"speaker":"Wojciech Wegrzynski","startTime":1988.736,"endTime":1992.125,"body":"you observe this growth of"},{"speaker":"Wojciech Wegrzynski","startTime":1992.125,"endTime":1994.855,"body":"power every three years,"},{"speaker":"Wojciech Wegrzynski","startTime":1992.125,"endTime":1994.855,"body":"it doubles or whatever, the"},{"speaker":"Wojciech Wegrzynski","startTime":1994.855,"endTime":1998.795,"body":"Moore law says, how does the"},{"speaker":"Wojciech Wegrzynski","startTime":1994.855,"endTime":1998.795,"body":"user change using your model?"},{"speaker":"Wojciech Wegrzynski","startTime":1998.825,"endTime":2002.785,"body":"Do you see the staff using"},{"speaker":"Wojciech Wegrzynski","startTime":1998.825,"endTime":2002.785,"body":"finer meshes or they just"},{"speaker":"Wojciech Wegrzynski","startTime":2002.785,"endTime":2005.425,"body":"doubled their profits by"},{"speaker":"Wojciech Wegrzynski","startTime":2002.785,"endTime":2005.425,"body":"running twice the projects."},{"speaker":"Bryan Klein","startTime":2006.2,"endTime":2006.68,"body":"Yeah."},{"speaker":"Bryan Klein","startTime":2006.777,"endTime":2009.21,"body":"I hadn't mentioned that yet,"},{"speaker":"Bryan Klein","startTime":2006.777,"endTime":2009.21,"body":"but that's also probably one"},{"speaker":"Bryan Klein","startTime":2009.21,"endTime":2012.22,"body":"of the more common support"},{"speaker":"Bryan Klein","startTime":2009.21,"endTime":2012.22,"body":"questions we get is, , so I"},{"speaker":"Bryan Klein","startTime":2012.22,"endTime":2014.92,"body":"started this model and it says,"},{"speaker":"Bryan Klein","startTime":2012.22,"endTime":2014.92,"body":"it's going to take, you know,"},{"speaker":"Bryan Klein","startTime":2014.92,"endTime":2019.63,"body":"six years to finish, you know,"},{"speaker":"Bryan Klein","startTime":2014.92,"endTime":2019.63,"body":"like how can I get it done?"},{"speaker":"Bryan Klein","startTime":2019.63,"endTime":2022.53,"body":"And it's like, okay, , my"},{"speaker":"Bryan Klein","startTime":2019.63,"endTime":2022.53,"body":"guess is your model is not"},{"speaker":"Bryan Klein","startTime":2022.59,"endTime":2024.223,"body":"well, defined in a way that."},{"speaker":"Bryan Klein","startTime":2024.659,"endTime":2025.917,"body":"Computationally efficient."},{"speaker":"Bryan Klein","startTime":2025.947,"endTime":2027.237,"body":"Let's just, we'll"},{"speaker":"Bryan Klein","startTime":2025.947,"endTime":2027.237,"body":"say it that way."},{"speaker":"Bryan Klein","startTime":2027.237,"endTime":2027.477,"body":"Right."},{"speaker":"Bryan Klein","startTime":2027.707,"endTime":2029.397,"body":"You have 200 million grid cells."},{"speaker":"Bryan Klein","startTime":2029.637,"endTime":2032.397,"body":"You probably need"},{"speaker":"Bryan Klein","startTime":2029.637,"endTime":2032.397,"body":"like 3 million, right?"},{"speaker":"Bryan Klein","startTime":2032.397,"endTime":2034.343,"body":"Like, I mean, there's"},{"speaker":"Bryan Klein","startTime":2032.397,"endTime":2034.343,"body":"ways you can, you can"},{"speaker":"Bryan Klein","startTime":2034.343,"endTime":2035.153,"body":"optimize this stuff."},{"speaker":"Bryan Klein","startTime":2035.183,"endTime":2037.823,"body":", and I do, I have seen, I"},{"speaker":"Bryan Klein","startTime":2035.183,"endTime":2037.823,"body":"don't, I don't think Moore's"},{"speaker":"Bryan Klein","startTime":2037.823,"endTime":2040.023,"body":"law is holding,  because"},{"speaker":"Bryan Klein","startTime":2037.823,"endTime":2040.023,"body":"we we've been all kind"},{"speaker":"Bryan Klein","startTime":2040.023,"endTime":2041.313,"body":"of around four gigahertz."},{"speaker":"Bryan Klein","startTime":2041.884,"endTime":2043.144,"body":"Five years, six years, right?"},{"speaker":"Bryan Klein","startTime":2043.174,"endTime":2045.844,"body":"I mean like nothing, you don't"},{"speaker":"Bryan Klein","startTime":2043.174,"endTime":2045.844,"body":"have a 10 gigahertz chip, right."},{"speaker":"Bryan Klein","startTime":2046.144,"endTime":2046.894,"body":"Or a 20."},{"speaker":"Bryan Klein","startTime":2047.314,"endTime":2049.254,"body":"So we've hit this plateau"},{"speaker":"Bryan Klein","startTime":2047.314,"endTime":2049.254,"body":"around three to five and"},{"speaker":"Bryan Klein","startTime":2049.254,"endTime":2050.484,"body":"now you see more cores."},{"speaker":"Bryan Klein","startTime":2050.534,"endTime":2052.814,"body":"so now the problem is"},{"speaker":"Bryan Klein","startTime":2050.534,"endTime":2052.814,"body":"like not clock speed,"},{"speaker":"Bryan Klein","startTime":2052.814,"endTime":2054.344,"body":"but parallelization."},{"speaker":"Bryan Klein","startTime":2054.344,"endTime":2057.284,"body":"And how do we like spread this"},{"speaker":"Bryan Klein","startTime":2054.344,"endTime":2057.284,"body":"problem out over more cores?"},{"speaker":"Bryan Klein","startTime":2057.284,"endTime":2058.213,"body":"And there's been work."},{"speaker":"Bryan Klein","startTime":2058.501,"endTime":2061.538,"body":"you know, Suzanne Kilian, has"},{"speaker":"Bryan Klein","startTime":2058.501,"endTime":2061.538,"body":"been working on new pressure"},{"speaker":"Bryan Klein","startTime":2061.538,"endTime":2063.928,"body":"solvers to help  decouple"},{"speaker":"Bryan Klein","startTime":2061.538,"endTime":2063.928,"body":"the pressure solution to"},{"speaker":"Bryan Klein","startTime":2063.928,"endTime":2065.006,"body":"make it more parallel."},{"speaker":"Bryan Klein","startTime":2065.006,"endTime":2066.794,"body":"so that we could take"},{"speaker":"Bryan Klein","startTime":2065.006,"endTime":2066.794,"body":"smaller parts of the"},{"speaker":"Bryan Klein","startTime":2066.794,"endTime":2069.014,"body":"model and distribute those"},{"speaker":"Bryan Klein","startTime":2066.794,"endTime":2069.014,"body":"calculations over multiple"},{"speaker":"Bryan Klein","startTime":2069.014,"endTime":2073.184,"body":"cores more easily without"},{"speaker":"Bryan Klein","startTime":2069.014,"endTime":2073.184,"body":"that direct coupling that"},{"speaker":"Bryan Klein","startTime":2073.244,"endTime":2074.444,"body":"happens in the global pressure"},{"speaker":"Wojciech Wegrzynski","startTime":2074.559,"endTime":2076.064,"body":"I think radiation is"},{"speaker":"Wojciech Wegrzynski","startTime":2076.064,"endTime":2076.784,"body":"also perfect"},{"speaker":"Bryan Klein","startTime":2076.814,"endTime":2077.534,"body":"Very another one."},{"speaker":"Bryan Klein","startTime":2078.224,"endTime":2078.704,"body":"Exactly."},{"speaker":"Bryan Klein","startTime":2079.031,"endTime":2081.281,"body":"so some of those strategies"},{"speaker":"Bryan Klein","startTime":2079.031,"endTime":2081.281,"body":"I think can make that more"},{"speaker":"Bryan Klein","startTime":2081.281,"endTime":2084.844,"body":"efficient and may make up time"},{"speaker":"Bryan Klein","startTime":2081.281,"endTime":2084.844,"body":"and then we can scatter,  we've"},{"speaker":"Bryan Klein","startTime":2084.844,"endTime":2088.234,"body":"added some cloud computing"},{"speaker":"Bryan Klein","startTime":2084.844,"endTime":2088.234,"body":"capability into PyroSim there's"},{"speaker":"Bryan Klein","startTime":2088.234,"endTime":2092.284,"body":"services like Sable core and"},{"speaker":"Bryan Klein","startTime":2088.234,"endTime":2092.284,"body":"CFD, FEA, and others out there"},{"speaker":"Bryan Klein","startTime":2092.284,"endTime":2094.821,"body":"that, you know, you can spin"},{"speaker":"Bryan Klein","startTime":2092.284,"endTime":2094.821,"body":"up these instances of virtual"},{"speaker":"Bryan Klein","startTime":2094.821,"endTime":2098.158,"body":"machines that have 96 cores"},{"speaker":"Bryan Klein","startTime":2094.821,"endTime":2098.158,"body":"and, terabytes of memory and"},{"speaker":"Bryan Klein","startTime":2098.158,"endTime":2100.048,"body":"everything, and you can run"},{"speaker":"Bryan Klein","startTime":2098.158,"endTime":2100.048,"body":"these calculations there."},{"speaker":"Bryan Klein","startTime":2100.513,"endTime":2102.535,"body":"and I think that focusing on."},{"speaker":"Bryan Klein","startTime":2102.545,"endTime":2105.035,"body":"effective ways to parallelize"},{"speaker":"Bryan Klein","startTime":2102.545,"endTime":2105.035,"body":"these calculations that take"},{"speaker":"Bryan Klein","startTime":2105.035,"endTime":2107.645,"body":"advantage of these computing"},{"speaker":"Bryan Klein","startTime":2105.035,"endTime":2107.645,"body":"platforms offers is going to be"},{"speaker":"Bryan Klein","startTime":2107.645,"endTime":2108.905,"body":"an important one moving forward."},{"speaker":"Bryan Klein","startTime":2109.595,"endTime":2112.594,"body":"Especially if we start adding"},{"speaker":"Bryan Klein","startTime":2109.595,"endTime":2112.594,"body":"in more calculational load,"},{"speaker":"Bryan Klein","startTime":2112.635,"endTime":2114.465,"body":"computational requirement"},{"speaker":"Bryan Klein","startTime":2112.635,"endTime":2114.465,"body":"like with the immerse"},{"speaker":"Bryan Klein","startTime":2114.475,"endTime":2117.012,"body":"boundary method or other"},{"speaker":"Bryan Klein","startTime":2114.475,"endTime":2117.012,"body":"improvements in accuracy,"},{"speaker":"Bryan Klein","startTime":2117.342,"endTime":2119.492,"body":"we've got to spread that"},{"speaker":"Bryan Klein","startTime":2117.342,"endTime":2119.492,"body":"additional load in some way."},{"speaker":"Bryan Klein","startTime":2119.492,"endTime":2121.712,"body":"And I don't think it's"},{"speaker":"Bryan Klein","startTime":2119.492,"endTime":2121.712,"body":"going to come in the form"},{"speaker":"Bryan Klein","startTime":2121.712,"endTime":2123.135,"body":"of faster clock speeds."},{"speaker":"Bryan Klein","startTime":2123.265,"endTime":2125.775,"body":"At least in any future I"},{"speaker":"Bryan Klein","startTime":2123.265,"endTime":2125.775,"body":"can predict we're just gonna"},{"speaker":"Bryan Klein","startTime":2125.775,"endTime":2128.865,"body":"need to find ways to use more"},{"speaker":"Bryan Klein","startTime":2125.775,"endTime":2128.865,"body":"cores and, and you're right."},{"speaker":"Bryan Klein","startTime":2129.179,"endTime":2130.949,"body":"there's another"},{"speaker":"Bryan Klein","startTime":2129.179,"endTime":2130.949,"body":"opportunity, which is."},{"speaker":"Bryan Klein","startTime":2131.07,"endTime":2134.249,"body":"we've added like a scenario's"},{"speaker":"Bryan Klein","startTime":2131.07,"endTime":2134.249,"body":"feature into PyroSim and,  we"},{"speaker":"Bryan Klein","startTime":2134.249,"endTime":2136.423,"body":"have some other work to help"},{"speaker":"Bryan Klein","startTime":2134.249,"endTime":2136.423,"body":"him make it easier to make"},{"speaker":"Bryan Klein","startTime":2136.423,"endTime":2139.983,"body":"like multi-variate equation or"},{"speaker":"Bryan Klein","startTime":2136.423,"endTime":2139.983,"body":"multi-variate calculations or"},{"speaker":"Bryan Klein","startTime":2139.983,"endTime":2142.586,"body":"test sets where you could take,"},{"speaker":"Bryan Klein","startTime":2139.983,"endTime":2142.586,"body":"like, let's say he released"},{"speaker":"Bryan Klein","startTime":2142.586,"endTime":2144.956,"body":"rate per unit area, for example,"},{"speaker":"Bryan Klein","startTime":2142.586,"endTime":2144.956,"body":"and you say, I want to test"},{"speaker":"Bryan Klein","startTime":2144.956,"endTime":2146.456,"body":"like a min-max bound on that."},{"speaker":"Bryan Klein","startTime":2146.786,"endTime":2149.066,"body":"And it will automatically"},{"speaker":"Bryan Klein","startTime":2146.786,"endTime":2149.066,"body":"generate the cases for"},{"speaker":"Bryan Klein","startTime":2149.066,"endTime":2151.923,"body":"all of these bounding,"},{"speaker":"Bryan Klein","startTime":2149.066,"endTime":2151.923,"body":"which is something people"},{"speaker":"Bryan Klein","startTime":2151.923,"endTime":2152.973,"body":"do manually right now."},{"speaker":"Bryan Klein","startTime":2152.973,"endTime":2156.083,"body":"A lot of times they'll, go"},{"speaker":"Bryan Klein","startTime":2152.973,"endTime":2156.083,"body":"10% below, 10% above check,"},{"speaker":"Bryan Klein","startTime":2156.203,"endTime":2158.983,"body":"check the result and look at"},{"speaker":"Bryan Klein","startTime":2156.203,"endTime":2158.983,"body":"the phenomenon of interest,"},{"speaker":"Bryan Klein","startTime":2159.283,"endTime":2162.853,"body":"making tools to help people"},{"speaker":"Bryan Klein","startTime":2159.283,"endTime":2162.853,"body":"generate those test sets or"},{"speaker":"Bryan Klein","startTime":2162.853,"endTime":2165.566,"body":"those, you know, minimize the"},{"speaker":"Bryan Klein","startTime":2162.853,"endTime":2165.566,"body":"number and help them make a"},{"speaker":"Bryan Klein","startTime":2165.566,"endTime":2168.656,"body":"good set of scenarios that"},{"speaker":"Bryan Klein","startTime":2165.566,"endTime":2168.656,"body":"they can then run all at"},{"speaker":"Bryan Klein","startTime":2168.656,"endTime":2171.476,"body":"the same time on like maybe"},{"speaker":"Bryan Klein","startTime":2168.656,"endTime":2171.476,"body":"cloud computing or something."},{"speaker":"Bryan Klein","startTime":2171.956,"endTime":2174.178,"body":"And in this case, day or"},{"speaker":"Bryan Klein","startTime":2171.956,"endTime":2174.178,"body":"two that it would normally"},{"speaker":"Bryan Klein","startTime":2174.178,"endTime":2176.518,"body":"take to get the answer to"},{"speaker":"Bryan Klein","startTime":2174.178,"endTime":2176.518,"body":"one question, you might get"},{"speaker":"Bryan Klein","startTime":2176.518,"endTime":2177.891,"body":"a hundred back right here."},{"speaker":"Bryan Klein","startTime":2177.891,"endTime":2180.861,"body":"You might get 10 back because"},{"speaker":"Bryan Klein","startTime":2177.891,"endTime":2180.861,"body":"you ran all 10 at the same time."},{"speaker":"Wojciech Wegrzynski","startTime":2180.861,"endTime":2182.721,"body":"You"},{"speaker":"Wojciech Wegrzynski","startTime":2180.861,"endTime":2182.721,"body":"can run a hundred together."},{"speaker":"Wojciech Wegrzynski","startTime":2182.751,"endTime":2184.101,"body":"You can run a thousand together."},{"speaker":"Wojciech Wegrzynski","startTime":2184.148,"endTime":2188.178,"body":"if your wallet allows for"},{"speaker":"Wojciech Wegrzynski","startTime":2184.148,"endTime":2188.178,"body":"that, which we, which isn't"},{"speaker":"Wojciech Wegrzynski","startTime":2188.328,"endTime":2192.399,"body":"in a way, a beautiful, um,"},{"speaker":"Wojciech Wegrzynski","startTime":2188.328,"endTime":2192.399,"body":"concept and, Opens a complete"},{"speaker":"Wojciech Wegrzynski","startTime":2192.399,"endTime":2193.629,"body":"new array of possibilities."},{"speaker":"Wojciech Wegrzynski","startTime":2194.096,"endTime":2195.296,"body":"but it creates challenges."},{"speaker":"Wojciech Wegrzynski","startTime":2195.296,"endTime":2198.086,"body":"You know, it creates challenges"},{"speaker":"Wojciech Wegrzynski","startTime":2195.296,"endTime":2198.086,"body":"with processing the data"},{"speaker":"Wojciech Wegrzynski","startTime":2198.086,"endTime":2199.286,"body":"that will come back to you."},{"speaker":"Wojciech Wegrzynski","startTime":2199.796,"endTime":2204.249,"body":"So if you are working on a"},{"speaker":"Wojciech Wegrzynski","startTime":2199.796,"endTime":2204.249,"body":"ways to allow people to do the"},{"speaker":"Wojciech Wegrzynski","startTime":2204.249,"endTime":2207.689,"body":"simulations, are you working"},{"speaker":"Wojciech Wegrzynski","startTime":2204.249,"endTime":2207.689,"body":"on ways to collect the data and"},{"speaker":"Wojciech Wegrzynski","startTime":2207.689,"endTime":2209.903,"body":"reduce the the results in a way"},{"speaker":"Bryan Klein","startTime":2210.063,"endTime":2210.303,"body":"Yeah."},{"speaker":"Bryan Klein","startTime":2210.333,"endTime":2214.223,"body":"That's another area of work"},{"speaker":"Bryan Klein","startTime":2210.333,"endTime":2214.223,"body":"that was actually a idea when"},{"speaker":"Bryan Klein","startTime":2214.223,"endTime":2217.023,"body":"I joined Thunderhead, it's"},{"speaker":"Bryan Klein","startTime":2214.223,"endTime":2217.023,"body":"like 11 years ago or whatever,"},{"speaker":"Bryan Klein","startTime":2217.023,"endTime":2220.113,"body":"it was like, we want this"},{"speaker":"Bryan Klein","startTime":2217.023,"endTime":2220.113,"body":"kind of risk analysis system"},{"speaker":"Bryan Klein","startTime":2220.113,"endTime":2223.473,"body":"where we can run lots of"},{"speaker":"Bryan Klein","startTime":2220.113,"endTime":2223.473,"body":"scenarios and reduce that down"},{"speaker":"Bryan Klein","startTime":2223.473,"endTime":2227.393,"body":"to statistical views on, what"},{"speaker":"Bryan Klein","startTime":2223.473,"endTime":2227.393,"body":"the probability of things are."},{"speaker":"Bryan Klein","startTime":2227.453,"endTime":2230.393,"body":"You know, what's the probability"},{"speaker":"Bryan Klein","startTime":2227.453,"endTime":2230.393,"body":"of failure based on a set of"},{"speaker":"Bryan Klein","startTime":2230.393,"endTime":2233.063,"body":"runs that have explored all"},{"speaker":"Bryan Klein","startTime":2230.393,"endTime":2233.063,"body":"these different variables"},{"speaker":"Bryan Klein","startTime":2233.063,"endTime":2235.333,"body":"and the impact on the"},{"speaker":"Bryan Klein","startTime":2233.063,"endTime":2235.333,"body":"phenomenon of interest rates."},{"speaker":"Bryan Klein","startTime":2235.333,"endTime":2237.567,"body":"and so that's, now that"},{"speaker":"Bryan Klein","startTime":2235.333,"endTime":2237.567,"body":"we've, kind of like,"},{"speaker":"Bryan Klein","startTime":2237.567,"endTime":2238.467,"body":"we've opened that box."},{"speaker":"Bryan Klein","startTime":2238.467,"endTime":2240.657,"body":"Like now we're opening the"},{"speaker":"Bryan Klein","startTime":2238.467,"endTime":2240.657,"body":"box to the cloud computing,"},{"speaker":"Bryan Klein","startTime":2241.167,"endTime":2242.667,"body":"which immediately demands."},{"speaker":"Bryan Klein","startTime":2242.757,"endTime":2243.087,"body":"Okay."},{"speaker":"Bryan Klein","startTime":2243.087,"endTime":2246.477,"body":"Now I have 500 gigabytes"},{"speaker":"Bryan Klein","startTime":2243.087,"endTime":2246.477,"body":"of data sitting up in the"},{"speaker":"Bryan Klein","startTime":2246.477,"endTime":2248.547,"body":"cloud somewhere that I"},{"speaker":"Bryan Klein","startTime":2246.477,"endTime":2248.547,"body":"need to get an answer from."},{"speaker":"Bryan Klein","startTime":2248.547,"endTime":2249.207,"body":"What do I do?"},{"speaker":"Bryan Klein","startTime":2249.627,"endTime":2251.397,"body":"Like do I download it all?"},{"speaker":"Bryan Klein","startTime":2251.397,"endTime":2254.297,"body":"And do I download it all to"},{"speaker":"Bryan Klein","startTime":2251.397,"endTime":2254.297,"body":"my computer and start running"},{"speaker":"Bryan Klein","startTime":2254.297,"endTime":2256.607,"body":"Python scripts to like, try"},{"speaker":"Bryan Klein","startTime":2254.297,"endTime":2256.607,"body":"to process all this stuff?"},{"speaker":"Bryan Klein","startTime":2256.637,"endTime":2259.187,"body":"Or is there some tooling that"},{"speaker":"Bryan Klein","startTime":2256.637,"endTime":2259.187,"body":"we can use maybe even cloud"},{"speaker":"Bryan Klein","startTime":2259.187,"endTime":2262.847,"body":"side, like services that can"},{"speaker":"Bryan Klein","startTime":2259.187,"endTime":2262.847,"body":"help collect the information and"},{"speaker":"Bryan Klein","startTime":2262.907,"endTime":2265.907,"body":"aggregate it and then process"},{"speaker":"Bryan Klein","startTime":2262.907,"endTime":2265.907,"body":"it and give you, you know, maybe"},{"speaker":"Bryan Klein","startTime":2265.907,"endTime":2269.27,"body":"a web view of your data we're"},{"speaker":"Bryan Klein","startTime":2265.907,"endTime":2269.27,"body":"exploring some like solutions to"},{"speaker":"Bryan Klein","startTime":2269.27,"endTime":2272.137,"body":"how to, deal with the big data"},{"speaker":"Bryan Klein","startTime":2269.27,"endTime":2272.137,"body":"problem, because now that hasn't"},{"speaker":"Bryan Klein","startTime":2272.137,"endTime":2273.127,"body":"really been a problem, right?"},{"speaker":"Bryan Klein","startTime":2273.157,"endTime":2275.557,"body":"More, more people were"},{"speaker":"Bryan Klein","startTime":2273.157,"endTime":2275.557,"body":"restricted computationally"},{"speaker":"Bryan Klein","startTime":2275.557,"endTime":2278.107,"body":"historically, you know, I"},{"speaker":"Bryan Klein","startTime":2275.557,"endTime":2278.107,"body":"only have so many cores or I"},{"speaker":"Bryan Klein","startTime":2278.107,"endTime":2280.267,"body":"only have two computers in my"},{"speaker":"Bryan Klein","startTime":2278.107,"endTime":2280.267,"body":"office that I can work with."},{"speaker":"Bryan Klein","startTime":2280.538,"endTime":2283.838,"body":"The computational capabilities"},{"speaker":"Bryan Klein","startTime":2280.538,"endTime":2283.838,"body":"have expanded, which then"},{"speaker":"Bryan Klein","startTime":2283.838,"endTime":2286.598,"body":"has generated even more"},{"speaker":"Bryan Klein","startTime":2283.838,"endTime":2286.598,"body":"data that has to be reduced"},{"speaker":"Bryan Klein","startTime":2286.598,"endTime":2289.088,"body":"back to something reasonable"},{"speaker":"Bryan Klein","startTime":2286.598,"endTime":2289.088,"body":"that you can use to"},{"speaker":"Bryan Klein","startTime":2289.142,"endTime":2290.112,"body":"inform your analysis."},{"speaker":"Bryan Klein","startTime":2290.112,"endTime":2290.352,"body":"So,"},{"speaker":"Wojciech Wegrzynski","startTime":2290.542,"endTime":2292.192,"body":"my"},{"speaker":"Wojciech Wegrzynski","startTime":2290.542,"endTime":2292.192,"body":"dream would be to reduce"},{"speaker":"Wojciech Wegrzynski","startTime":2292.192,"endTime":2294.412,"body":"the complex analysis to"},{"speaker":"Wojciech Wegrzynski","startTime":2292.192,"endTime":2294.412,"body":"like a single number."},{"speaker":"Wojciech Wegrzynski","startTime":2294.412,"endTime":2298.698,"body":"You know, I've mentioned"},{"speaker":"Wojciech Wegrzynski","startTime":2294.412,"endTime":2298.698,"body":"that in episode 13 with like"},{"speaker":"Wojciech Wegrzynski","startTime":2298.698,"endTime":2302.435,"body":"when I do a pump, I want"},{"speaker":"Wojciech Wegrzynski","startTime":2298.698,"endTime":2302.435,"body":"the pressure to flow chart."},{"speaker":"Wojciech Wegrzynski","startTime":2302.885,"endTime":2307.025,"body":"When I do a complex duct, I"},{"speaker":"Wojciech Wegrzynski","startTime":2302.885,"endTime":2307.025,"body":"usually would like a pressure"},{"speaker":"Wojciech Wegrzynski","startTime":2307.055,"endTime":2308.465,"body":"loss and that's, that's it."},{"speaker":"Wojciech Wegrzynski","startTime":2308.465,"endTime":2311.405,"body":"I don't care about the"},{"speaker":"Wojciech Wegrzynski","startTime":2308.465,"endTime":2311.405,"body":"fancy vectors in sight."},{"speaker":"Wojciech Wegrzynski","startTime":2312.025,"endTime":2312.775,"body":"don't need that."},{"speaker":"Wojciech Wegrzynski","startTime":2313.342,"endTime":2315.922,"body":"I would know as much from"},{"speaker":"Wojciech Wegrzynski","startTime":2313.342,"endTime":2315.922,"body":"my simulation seeing just"},{"speaker":"Wojciech Wegrzynski","startTime":2315.922,"endTime":2318.712,"body":"this single number or a"},{"speaker":"Wojciech Wegrzynski","startTime":2315.922,"endTime":2318.712,"body":"single chart, then going"},{"speaker":"Wojciech Wegrzynski","startTime":2318.712,"endTime":2319.842,"body":"through, , hundreds of"},{"speaker":"Wojciech Wegrzynski","startTime":2319.872,"endTime":2320.442,"body":"images"},{"speaker":"Bryan Klein","startTime":2320.568,"endTime":2320.748,"body":"Yeah."},{"speaker":"Bryan Klein","startTime":2320.778,"endTime":2323.388,"body":"I've almost thought it would"},{"speaker":"Bryan Klein","startTime":2320.778,"endTime":2323.388,"body":"like imagine a probability curve"},{"speaker":"Bryan Klein","startTime":2323.408,"endTime":2325.118,"body":"and here's your threshold value?"},{"speaker":"Bryan Klein","startTime":2325.148,"endTime":2327.098,"body":"What's the probability"},{"speaker":"Bryan Klein","startTime":2325.148,"endTime":2327.098,"body":"of exceeding the"},{"speaker":"Bryan Klein","startTime":2327.098,"endTime":2327.698,"body":"threshold,"},{"speaker":"Wojciech Wegrzynski","startTime":2327.822,"endTime":2328.772,"body":"w we do that in risk."},{"speaker":"Wojciech Wegrzynski","startTime":2328.775,"endTime":2332.188,"body":"you go up on the curve, you"},{"speaker":"Wojciech Wegrzynski","startTime":2328.775,"endTime":2332.188,"body":"have a risk threshold level,"},{"speaker":"Wojciech Wegrzynski","startTime":2332.188,"endTime":2335.445,"body":"you have outcome of all of"},{"speaker":"Wojciech Wegrzynski","startTime":2332.188,"endTime":2335.445,"body":"your scenarios, combined"},{"speaker":"Wojciech Wegrzynski","startTime":2335.482,"endTime":2338.452,"body":"fatalities to probability,"},{"speaker":"Wojciech Wegrzynski","startTime":2335.482,"endTime":2338.452,"body":"and you can compare that"},{"speaker":"Wojciech Wegrzynski","startTime":2338.812,"endTime":2341.852,"body":"there was an excellent PhD"},{"speaker":"Wojciech Wegrzynski","startTime":2338.812,"endTime":2341.852,"body":"in, Ghent Bart van Weyenberge."},{"speaker":"Wojciech Wegrzynski","startTime":2342.345,"endTime":2345.228,"body":"And he had some papers from"},{"speaker":"Wojciech Wegrzynski","startTime":2342.345,"endTime":2345.228,"body":"it who did response surface"},{"speaker":"Wojciech Wegrzynski","startTime":2345.228,"endTime":2346.998,"body":"modeling with FDS as well."},{"speaker":"Wojciech Wegrzynski","startTime":2346.998,"endTime":2349.158,"body":"And he was going very,"},{"speaker":"Wojciech Wegrzynski","startTime":2346.998,"endTime":2349.158,"body":"very deep into that."},{"speaker":"Wojciech Wegrzynski","startTime":2349.708,"endTime":2352.918,"body":"And it would be really great"},{"speaker":"Wojciech Wegrzynski","startTime":2349.708,"endTime":2352.918,"body":"if we could somehow move,"},{"speaker":"Wojciech Wegrzynski","startTime":2352.968,"endTime":2356.568,"body":"people away from single point"},{"speaker":"Wojciech Wegrzynski","startTime":2352.968,"endTime":2356.568,"body":"calculations into this approach,"},{"speaker":"Wojciech Wegrzynski","startTime":2356.598,"endTime":2359.955,"body":"because it gives you so much"},{"speaker":"Wojciech Wegrzynski","startTime":2356.598,"endTime":2359.955,"body":"broader view and understanding"},{"speaker":"Wojciech Wegrzynski","startTime":2360.895,"endTime":2363.015,"body":"of what's happening in your"},{"speaker":"Wojciech Wegrzynski","startTime":2360.895,"endTime":2363.015,"body":"model and understanding of"},{"speaker":"Wojciech Wegrzynski","startTime":2363.015,"endTime":2363.975,"body":"the physics that's going"},{"speaker":"Wojciech Wegrzynski","startTime":2363.975,"endTime":2364.455,"body":"around."},{"speaker":"Bryan Klein","startTime":2364.468,"endTime":2366.553,"body":"And any consequence"},{"speaker":"Bryan Klein","startTime":2364.468,"endTime":2366.553,"body":"of uncertainty, right?"},{"speaker":"Bryan Klein","startTime":2366.553,"endTime":2368.803,"body":"Like like if I don't"},{"speaker":"Bryan Klein","startTime":2366.553,"endTime":2368.803,"body":"know exactly the"},{"speaker":"Bryan Klein","startTime":2368.803,"endTime":2369.973,"body":"density of the material."},{"speaker":"Bryan Klein","startTime":2370.355,"endTime":2373.685,"body":"Tested sort of reasonable bounds"},{"speaker":"Bryan Klein","startTime":2370.355,"endTime":2373.685,"body":"and looked at the result of the"},{"speaker":"Bryan Klein","startTime":2373.685,"endTime":2375.725,"body":"heat transfer effect of that."},{"speaker":"Bryan Klein","startTime":2375.738,"endTime":2377.325,"body":"then I get, it increases"},{"speaker":"Bryan Klein","startTime":2377.325,"endTime":2379.425,"body":"my confidence a little"},{"speaker":"Bryan Klein","startTime":2377.325,"endTime":2379.425,"body":"bit in that I know"},{"speaker":"Bryan Klein","startTime":2380.025,"endTime":2381.555,"body":"reasonably well what it is."},{"speaker":"Wojciech Wegrzynski","startTime":2381.62,"endTime":2382.52,"body":"worst case you know,"},{"speaker":"Wojciech Wegrzynski","startTime":2382.52,"endTime":2383.78,"body":"if it's important or not,"},{"speaker":"Bryan Klein","startTime":2383.885,"endTime":2384.185,"body":"Right."},{"speaker":"Bryan Klein","startTime":2384.275,"endTime":2384.845,"body":"Exactly."},{"speaker":"Bryan Klein","startTime":2384.875,"endTime":2385.655,"body":"How sensitive is."},{"speaker":"Bryan Klein","startTime":2385.655,"endTime":2385.775,"body":"it?"},{"speaker":"Bryan Klein","startTime":2385.925,"endTime":2386.465,"body":"Exactly."},{"speaker":"Wojciech Wegrzynski","startTime":2386.63,"endTime":2387.65,"body":"if"},{"speaker":"Wojciech Wegrzynski","startTime":2386.63,"endTime":2387.65,"body":"it's important, then you"},{"speaker":"Wojciech Wegrzynski","startTime":2387.65,"endTime":2388.7,"body":"can research it further."},{"speaker":"Wojciech Wegrzynski","startTime":2388.73,"endTime":2392.547,"body":"So, also gives you, another view"},{"speaker":"Wojciech Wegrzynski","startTime":2388.73,"endTime":2392.547,"body":"on your simulation that I think"},{"speaker":"Wojciech Wegrzynski","startTime":2392.547,"endTime":2395.727,"body":"the tools that we currently"},{"speaker":"Wojciech Wegrzynski","startTime":2392.547,"endTime":2395.727,"body":"have do not really promote"},{"speaker":"Wojciech Wegrzynski","startTime":2395.727,"endTime":2396.018,"body":"this"},{"speaker":"Bryan Klein","startTime":2396.098,"endTime":2396.368,"body":"No,"},{"speaker":"Wojciech Wegrzynski","startTime":2396.833,"endTime":2397.343,"body":"analysis,"},{"speaker":"Wojciech Wegrzynski","startTime":2397.373,"endTime":2397.553,"body":"that"},{"speaker":"Bryan Klein","startTime":2397.868,"endTime":2399.728,"body":"It's hard"},{"speaker":"Bryan Klein","startTime":2397.868,"endTime":2399.728,"body":"enough to make one model and"},{"speaker":"Bryan Klein","startTime":2399.728,"endTime":2400.958,"body":"run it and get an answer."},{"speaker":"Bryan Klein","startTime":2400.988,"endTime":2401.258,"body":"Right."},{"speaker":"Bryan Klein","startTime":2401.288,"endTime":2405.038,"body":"Not run a hundred or run 50"},{"speaker":"Bryan Klein","startTime":2401.288,"endTime":2405.038,"body":"or whatever number you need to"},{"speaker":"Bryan Klein","startTime":2405.038,"endTime":2408.368,"body":"run to get a more comprehensive"},{"speaker":"Bryan Klein","startTime":2405.038,"endTime":2408.368,"body":"view on the results."},{"speaker":"Bryan Klein","startTime":2408.368,"endTime":2408.908,"body":"So yeah."},{"speaker":"Wojciech Wegrzynski","startTime":2409.092,"endTime":2410.652,"body":"I also wondered."},{"speaker":"Wojciech Wegrzynski","startTime":2410.652,"endTime":2412.432,"body":"And that's a challenge"},{"speaker":"Wojciech Wegrzynski","startTime":2410.652,"endTime":2412.432,"body":"to you as a developer."},{"speaker":"Wojciech Wegrzynski","startTime":2412.432,"endTime":2413.872,"body":"Maybe you will not like it."},{"speaker":"Wojciech Wegrzynski","startTime":2413.912,"endTime":2418.265,"body":"I can cut it out if you, if you"},{"speaker":"Wojciech Wegrzynski","startTime":2413.912,"endTime":2418.265,"body":"hate it, can, do we have like"},{"speaker":"Wojciech Wegrzynski","startTime":2418.265,"endTime":2422.142,"body":"a CFast with PyroSim you know"},{"speaker":"Wojciech Wegrzynski","startTime":2418.265,"endTime":2422.142,"body":"or something like a zone model"},{"speaker":"Wojciech Wegrzynski","startTime":2422.172,"endTime":2425.248,"body":"that would use the same sort"},{"speaker":"Wojciech Wegrzynski","startTime":2422.172,"endTime":2425.248,"body":"of inputs I, I'm a huge fan of"},{"speaker":"Wojciech Wegrzynski","startTime":2425.248,"endTime":2425.848,"body":"scissor zone"},{"speaker":"Bryan Klein","startTime":2426.183,"endTime":2428.313,"body":"Thank you for plus"},{"speaker":"Bryan Klein","startTime":2426.183,"endTime":2428.313,"body":"wanting my feature requests."},{"speaker":"Bryan Klein","startTime":2428.313,"endTime":2430.923,"body":"So I already have,"},{"speaker":"Bryan Klein","startTime":2428.313,"endTime":2430.923,"body":"that's been a long time."},{"speaker":"Bryan Klein","startTime":2430.923,"endTime":2435.503,"body":"Like we already have so"},{"speaker":"Bryan Klein","startTime":2430.923,"endTime":2435.503,"body":"much in PyroSim that to"},{"speaker":"Bryan Klein","startTime":2435.733,"endTime":2438.643,"body":"basically try to establish"},{"speaker":"Bryan Klein","startTime":2435.733,"endTime":2438.643,"body":"room volumes and connections."},{"speaker":"Bryan Klein","startTime":2439.063,"endTime":2442.483,"body":"like you need for Cfast is not"},{"speaker":"Bryan Klein","startTime":2439.063,"endTime":2442.483,"body":"a lot more information, right?"},{"speaker":"Bryan Klein","startTime":2442.483,"endTime":2445.383,"body":"It's but it does add"},{"speaker":"Bryan Klein","startTime":2442.483,"endTime":2445.383,"body":"some complexity and, you"},{"speaker":"Bryan Klein","startTime":2445.383,"endTime":2445.99,"body":"know, it's, one of the."},{"speaker":"Bryan Klein","startTime":2446.633,"endTime":2448.823,"body":"Cost benefit things, you know,"},{"speaker":"Bryan Klein","startTime":2446.633,"endTime":2448.823,"body":"that you have to make, you"},{"speaker":"Bryan Klein","startTime":2448.823,"endTime":2449.543,"body":"have to make these choices."},{"speaker":"Bryan Klein","startTime":2449.543,"endTime":2451.253,"body":"We have limited the"},{"speaker":"Bryan Klein","startTime":2449.543,"endTime":2451.253,"body":"number of developers."},{"speaker":"Bryan Klein","startTime":2451.253,"endTime":2452.663,"body":"We have a limited"},{"speaker":"Bryan Klein","startTime":2451.253,"endTime":2452.663,"body":"number of years."},{"speaker":"Bryan Klein","startTime":2453.113,"endTime":2455.933,"body":"What's the most important"},{"speaker":"Bryan Klein","startTime":2453.113,"endTime":2455.933,"body":"spend on our side to get people"},{"speaker":"Bryan Klein","startTime":2455.933,"endTime":2457.943,"body":"the features they need and"},{"speaker":"Bryan Klein","startTime":2455.933,"endTime":2457.943,"body":"want are the tools they need."},{"speaker":"Bryan Klein","startTime":2457.943,"endTime":2458.123,"body":"One."},{"speaker":"Bryan Klein","startTime":2458.723,"endTime":2460.673,"body":"another example is,"},{"speaker":"Bryan Klein","startTime":2458.723,"endTime":2460.673,"body":"you know, people have"},{"speaker":"Bryan Klein","startTime":2460.703,"endTime":2462.917,"body":"come to us complaining"},{"speaker":"Bryan Klein","startTime":2460.703,"endTime":2462.917,"body":"about, CONTAM is great."},{"speaker":"Bryan Klein","startTime":2462.932,"endTime":2465.362,"body":"I use it for every project and"},{"speaker":"Bryan Klein","startTime":2462.932,"endTime":2465.362,"body":"it's terrible to work with."},{"speaker":"Bryan Klein","startTime":2465.422,"endTime":2465.662,"body":"Right."},{"speaker":"Bryan Klein","startTime":2465.662,"endTime":2466.472,"body":"It's like so"},{"speaker":"Bryan Klein","startTime":2466.472,"endTime":2466.742,"body":"hard to"},{"speaker":"Bryan Klein","startTime":2466.742,"endTime":2467.162,"body":"use."},{"speaker":"Bryan Klein","startTime":2467.162,"endTime":2467.492,"body":"It's just"},{"speaker":"Wojciech Wegrzynski","startTime":2467.637,"endTime":2469.437,"body":"it on my"},{"speaker":"Wojciech Wegrzynski","startTime":2467.637,"endTime":2469.437,"body":"list just after the zone model."},{"speaker":"Bryan Klein","startTime":2469.572,"endTime":2470.102,"body":"Yeah."},{"speaker":"Bryan Klein","startTime":2470.462,"endTime":2473.842,"body":"And , so that's actually come"},{"speaker":"Bryan Klein","startTime":2470.462,"endTime":2473.842,"body":"to us way more often than Cfast."},{"speaker":"Bryan Klein","startTime":2473.862,"endTime":2475.115,"body":"So we've taken that on."},{"speaker":"Bryan Klein","startTime":2475.115,"endTime":2478.275,"body":"As you know, we're starting"},{"speaker":"Bryan Klein","startTime":2475.115,"endTime":2478.275,"body":"work on a CONTAM gui"},{"speaker":"Bryan Klein","startTime":2478.475,"endTime":2481.286,"body":"essential, you know, some"},{"speaker":"Bryan Klein","startTime":2478.475,"endTime":2481.286,"body":"tool set to help make modeling"},{"speaker":"Bryan Klein","startTime":2481.286,"endTime":2482.486,"body":"and content a lot easier."},{"speaker":"Bryan Klein","startTime":2482.726,"endTime":2484.706,"body":"And what's really interesting"},{"speaker":"Bryan Klein","startTime":2482.726,"endTime":2484.706,"body":"about that is what people"},{"speaker":"Bryan Klein","startTime":2484.706,"endTime":2488.186,"body":"mostly complain about is the"},{"speaker":"Bryan Klein","startTime":2484.706,"endTime":2488.186,"body":"windows build of CONTAM that"},{"speaker":"Bryan Klein","startTime":2488.186,"endTime":2490.766,"body":"uses the little sketchpad and"},{"speaker":"Bryan Klein","startTime":2488.186,"endTime":2490.766,"body":"like trying to work with that."},{"speaker":"Bryan Klein","startTime":2491.176,"endTime":2493.953,"body":"that's the hard part is the"},{"speaker":"Bryan Klein","startTime":2491.176,"endTime":2493.953,"body":"tool, and under the hood,"},{"speaker":"Bryan Klein","startTime":2493.953,"endTime":2496.793,"body":"there's, content mix, which is"},{"speaker":"Bryan Klein","startTime":2493.953,"endTime":2496.793,"body":"this real abstract, generic,"},{"speaker":"Bryan Klein","startTime":2497.123,"endTime":2499.6,"body":"you know, node network"},{"speaker":"Bryan Klein","startTime":2497.123,"endTime":2499.6,"body":"system, calculation tool."},{"speaker":"Bryan Klein","startTime":2499.826,"endTime":2501.779,"body":"so we're, not really"},{"speaker":"Bryan Klein","startTime":2499.826,"endTime":2501.779,"body":"trying to recreate"},{"speaker":"Bryan Klein","startTime":2501.779,"endTime":2501.869,"body":"the"},{"speaker":"Bryan Klein","startTime":2501.869,"endTime":2504.509,"body":"windows thing, but"},{"speaker":"Bryan Klein","startTime":2501.869,"endTime":2504.509,"body":"really leverage that more"},{"speaker":"Bryan Klein","startTime":2504.509,"endTime":2505.019,"body":"abstract"},{"speaker":"Wojciech Wegrzynski","startTime":2505.215,"endTime":2506.075,"body":"And"},{"speaker":"Wojciech Wegrzynski","startTime":2505.215,"endTime":2506.075,"body":"you just build on the"},{"speaker":"Wojciech Wegrzynski","startTime":2506.075,"endTime":2507.455,"body":"network model that exists."},{"speaker":"Wojciech Wegrzynski","startTime":2507.485,"endTime":2508.295,"body":"That's cool."},{"speaker":"Wojciech Wegrzynski","startTime":2508.425,"endTime":2509.735,"body":"What's also on"},{"speaker":"Wojciech Wegrzynski","startTime":2508.425,"endTime":2509.735,"body":"your magical list?"},{"speaker":"Wojciech Wegrzynski","startTime":2509.765,"endTime":2509.915,"body":"Tell"},{"speaker":"Wojciech Wegrzynski","startTime":2509.915,"endTime":2510.125,"body":"me,"},{"speaker":"Bryan Klein","startTime":2510.819,"endTime":2511.899,"body":"well, I"},{"speaker":"Bryan Klein","startTime":2510.819,"endTime":2511.899,"body":"can't give away all of our"},{"speaker":"Bryan Klein","startTime":2511.899,"endTime":2513.579,"body":"secrets, but, uh, yeah."},{"speaker":"Bryan Klein","startTime":2513.663,"endTime":2516.183,"body":"those opportunities are what"},{"speaker":"Bryan Klein","startTime":2513.663,"endTime":2516.183,"body":"we look for for, you know,"},{"speaker":"Bryan Klein","startTime":2516.193,"endTime":2519.039,"body":"people who really find like"},{"speaker":"Bryan Klein","startTime":2516.193,"endTime":2519.039,"body":"this pain point, like, ah, we"},{"speaker":"Bryan Klein","startTime":2519.039,"endTime":2521.199,"body":"use it, we use this tool all"},{"speaker":"Bryan Klein","startTime":2519.039,"endTime":2521.199,"body":"the time and it's terrible."},{"speaker":"Bryan Klein","startTime":2521.199,"endTime":2524.159,"body":"Or, we always spend way too"},{"speaker":"Bryan Klein","startTime":2521.199,"endTime":2524.159,"body":"much time like doing this kind"},{"speaker":"Bryan Klein","startTime":2524.159,"endTime":2525.389,"body":"of data processing or whatever."},{"speaker":"Bryan Klein","startTime":2525.389,"endTime":2528.629,"body":"And if we, if we get enough"},{"speaker":"Bryan Klein","startTime":2525.389,"endTime":2528.629,"body":"of that, it inspires us"},{"speaker":"Bryan Klein","startTime":2528.629,"endTime":2530.789,"body":"to try to like find a way"},{"speaker":"Bryan Klein","startTime":2528.629,"endTime":2530.789,"body":"to solve that problem for"},{"speaker":"Bryan Klein","startTime":2530.789,"endTime":2533.819,"body":"people and make the tool that"},{"speaker":"Bryan Klein","startTime":2530.789,"endTime":2533.819,"body":"will make their job easier."},{"speaker":"Bryan Klein","startTime":2534.083,"endTime":2536.093,"body":"and we're not in the business of"},{"speaker":"Bryan Klein","startTime":2534.083,"endTime":2536.093,"body":"competing, you know, Thunderhead"},{"speaker":"Bryan Klein","startTime":2536.093,"endTime":2538.313,"body":"doesn't do fire protection,"},{"speaker":"Bryan Klein","startTime":2536.093,"endTime":2538.313,"body":"engineering or analysis."},{"speaker":"Bryan Klein","startTime":2538.313,"endTime":2539.743,"body":"We're really a, tool builder."},{"speaker":"Bryan Klein","startTime":2539.743,"endTime":2542.603,"body":"So, come to us with your"},{"speaker":"Bryan Klein","startTime":2539.743,"endTime":2542.603,"body":"problems and your struggles"},{"speaker":"Bryan Klein","startTime":2542.603,"endTime":2544.939,"body":"and your pain, and we'll try"},{"speaker":"Bryan Klein","startTime":2542.603,"endTime":2544.939,"body":"to find ways to make it easier."},{"speaker":"Bryan Klein","startTime":2544.939,"endTime":2545.389,"body":"And that's."},{"speaker":"Bryan Klein","startTime":2546.364,"endTime":2548.864,"body":"Big effort, you know, so what"},{"speaker":"Bryan Klein","startTime":2546.364,"endTime":2548.864,"body":"we try to do but yeah, the"},{"speaker":"Bryan Klein","startTime":2548.864,"endTime":2550.574,"body":"few things I mentioned, those"},{"speaker":"Bryan Klein","startTime":2548.864,"endTime":2550.574,"body":"are probably the highlights."},{"speaker":"Bryan Klein","startTime":2551.181,"endTime":2554.061,"body":"In the Pathfinder world,"},{"speaker":"Bryan Klein","startTime":2551.181,"endTime":2554.061,"body":"there's some work to help"},{"speaker":"Bryan Klein","startTime":2554.091,"endTime":2557.991,"body":"make like rail car simulation"},{"speaker":"Bryan Klein","startTime":2554.091,"endTime":2557.991,"body":"and stuff like that easier."},{"speaker":"Bryan Klein","startTime":2557.991,"endTime":2560.464,"body":"And, you know, with like"},{"speaker":"Bryan Klein","startTime":2557.991,"endTime":2560.464,"body":"dynamic obstacles and things"},{"speaker":"Bryan Klein","startTime":2560.464,"endTime":2562.294,"body":"like that, that can happen"},{"speaker":"Bryan Klein","startTime":2560.464,"endTime":2562.294,"body":"during the simulation."},{"speaker":"Bryan Klein","startTime":2562.344,"endTime":2564.024,"body":"There's always something"},{"speaker":"Bryan Klein","startTime":2562.344,"endTime":2564.024,"body":"we have, like I said, we"},{"speaker":"Bryan Klein","startTime":2564.024,"endTime":2567.084,"body":"have I think Pathfinder has"},{"speaker":"Bryan Klein","startTime":2564.024,"endTime":2567.084,"body":"something like 400 feature"},{"speaker":"Bryan Klein","startTime":2567.084,"endTime":2569.544,"body":"requests sitting in queue,"},{"speaker":"Bryan Klein","startTime":2567.084,"endTime":2569.544,"body":"waiting for somebody to work,"},{"speaker":"Bryan Klein","startTime":2569.814,"endTime":2572.794,"body":"you know, and, and, and we"},{"speaker":"Bryan Klein","startTime":2569.814,"endTime":2572.794,"body":"have scaled up development."},{"speaker":"Bryan Klein","startTime":2572.814,"endTime":2574.464,"body":"I started with Thunderhead,"},{"speaker":"Bryan Klein","startTime":2572.814,"endTime":2574.464,"body":"there were five of us."},{"speaker":"Bryan Klein","startTime":2574.624,"endTime":2578.671,"body":", I was the fifth and now"},{"speaker":"Bryan Klein","startTime":2574.624,"endTime":2578.671,"body":"there's, I think 17 people and"},{"speaker":"Bryan Klein","startTime":2578.741,"endTime":2581.461,"body":"not all full-time, but seven"},{"speaker":"Bryan Klein","startTime":2578.741,"endTime":2581.461,"body":"with some interns and some"},{"speaker":"Bryan Klein","startTime":2581.461,"endTime":2582.511,"body":"full-time staff and stuff."},{"speaker":"Bryan Klein","startTime":2582.991,"endTime":2583.801,"body":"And we've really grown."},{"speaker":"Bryan Klein","startTime":2583.801,"endTime":2585.481,"body":"Our developer set our group."},{"speaker":"Bryan Klein","startTime":2585.511,"endTime":2587.251,"body":"So we're now able to."},{"speaker":"Bryan Klein","startTime":2588.031,"endTime":2590.094,"body":"Churn through these hopes"},{"speaker":"Bryan Klein","startTime":2588.031,"endTime":2590.094,"body":"and dreams that people"},{"speaker":"Bryan Klein","startTime":2590.094,"endTime":2591.474,"body":"come to us with and start"},{"speaker":"Bryan Klein","startTime":2591.474,"endTime":2593.204,"body":"producing something"},{"speaker":"Bryan Klein","startTime":2591.474,"endTime":2593.204,"body":"more quickly."},{"speaker":"Wojciech Wegrzynski","startTime":2593.324,"endTime":2593.704,"body":"Okay."},{"speaker":"Wojciech Wegrzynski","startTime":2593.954,"endTime":2596.774,"body":"For the last question,"},{"speaker":"Wojciech Wegrzynski","startTime":2593.954,"endTime":2596.774,"body":"let's go BIM integration."},{"speaker":"Wojciech Wegrzynski","startTime":2597.224,"endTime":2601.064,"body":"My, my colleagues in office"},{"speaker":"Wojciech Wegrzynski","startTime":2597.224,"endTime":2601.064,"body":"say that, uh, I was not to"},{"speaker":"Wojciech Wegrzynski","startTime":2601.064,"endTime":2603.974,"body":"listeners so I was not paid to"},{"speaker":"Wojciech Wegrzynski","startTime":2601.064,"endTime":2603.974,"body":"say that at all, but it's an,"},{"speaker":"Wojciech Wegrzynski","startTime":2604.124,"endTime":2608.084,"body":"as the opinion like that, your"},{"speaker":"Wojciech Wegrzynski","startTime":2604.124,"endTime":2608.084,"body":"BIM importer is magical and"},{"speaker":"Wojciech Wegrzynski","startTime":2608.084,"endTime":2609.034,"body":"it, it works"},{"speaker":"Wojciech Wegrzynski","startTime":2609.094,"endTime":2609.334,"body":"For"},{"speaker":"Wojciech Wegrzynski","startTime":2609.334,"endTime":2609.694,"body":"us, at"},{"speaker":"Bryan Klein","startTime":2609.884,"endTime":2611.144,"body":"for Pathfinder or"},{"speaker":"Wojciech Wegrzynski","startTime":2611.314,"endTime":2611.824,"body":"Pathfinder."},{"speaker":"Wojciech Wegrzynski","startTime":2611.824,"endTime":2612.214,"body":"yeah."},{"speaker":"Wojciech Wegrzynski","startTime":2612.575,"endTime":2613.305,"body":"It's magic."},{"speaker":"Wojciech Wegrzynski","startTime":2613.335,"endTime":2614.595,"body":"It works so well."},{"speaker":"Wojciech Wegrzynski","startTime":2614.595,"endTime":2616.395,"body":"And it's so, so useful."},{"speaker":"Wojciech Wegrzynski","startTime":2616.725,"endTime":2621.282,"body":"And, you know, BIM to CFD is"},{"speaker":"Wojciech Wegrzynski","startTime":2616.725,"endTime":2621.282,"body":"this sort of, I don't know,"},{"speaker":"Wojciech Wegrzynski","startTime":2621.282,"endTime":2625.872,"body":"dream for the engineers that you"},{"speaker":"Wojciech Wegrzynski","startTime":2621.282,"endTime":2625.872,"body":"could just take and model in one"},{"speaker":"Wojciech Wegrzynski","startTime":2625.872,"endTime":2627.942,"body":"computer plus press calculate."},{"speaker":"Wojciech Wegrzynski","startTime":2628.452,"endTime":2630.118,"body":"And you have CFD done."},{"speaker":"Wojciech Wegrzynski","startTime":2630.568,"endTime":2631.652,"body":"And agree."},{"speaker":"Wojciech Wegrzynski","startTime":2631.652,"endTime":2634.488,"body":"It would be fantastic, but"},{"speaker":"Wojciech Wegrzynski","startTime":2631.652,"endTime":2634.488,"body":"in a way, we come back to the"},{"speaker":"Wojciech Wegrzynski","startTime":2634.488,"endTime":2638.168,"body":"challenges of the beginning of"},{"speaker":"Wojciech Wegrzynski","startTime":2634.488,"endTime":2638.168,"body":"the episode, where people not"},{"speaker":"Wojciech Wegrzynski","startTime":2638.168,"endTime":2642.638,"body":"even knowing that the Pyrosim"},{"speaker":"Wojciech Wegrzynski","startTime":2638.168,"endTime":2642.638,"body":"is not FDS would be running"},{"speaker":"Wojciech Wegrzynski","startTime":2642.788,"endTime":2645.308,"body":"fire simulations because they"},{"speaker":"Wojciech Wegrzynski","startTime":2642.788,"endTime":2645.308,"body":"have the button to do so."},{"speaker":"Wojciech Wegrzynski","startTime":2645.548,"endTime":2646.868,"body":"And there's nothing"},{"speaker":"Wojciech Wegrzynski","startTime":2645.548,"endTime":2646.868,"body":"to stop them."},{"speaker":"Wojciech Wegrzynski","startTime":2646.868,"endTime":2649.072,"body":"And, the smoke will be there"},{"speaker":"Wojciech Wegrzynski","startTime":2646.868,"endTime":2649.072,"body":"and the fire will be there."},{"speaker":"Wojciech Wegrzynski","startTime":2649.342,"endTime":2653.302,"body":"So I, I wonder, what's your"},{"speaker":"Wojciech Wegrzynski","startTime":2649.342,"endTime":2653.302,"body":"take on BIM fire integration,"},{"speaker":"Wojciech Wegrzynski","startTime":2653.302,"endTime":2654.772,"body":"and was the future for."},{"speaker":"Bryan Klein","startTime":2655.226,"endTime":2656.456,"body":"so that's great."},{"speaker":"Bryan Klein","startTime":2656.486,"endTime":2657.266,"body":"That's a great question."},{"speaker":"Bryan Klein","startTime":2657.566,"endTime":2659.546,"body":"and it is an area of"},{"speaker":"Bryan Klein","startTime":2657.566,"endTime":2659.546,"body":"work, so we've even just"},{"speaker":"Bryan Klein","startTime":2659.546,"endTime":2660.686,"body":"recently with Pathfinder."},{"speaker":"Bryan Klein","startTime":2660.733,"endTime":2662.953,"body":"there's some really good work"},{"speaker":"Bryan Klein","startTime":2660.733,"endTime":2662.953,"body":"happening with Lund within"},{"speaker":"Bryan Klein","startTime":2662.953,"endTime":2664.456,"body":"Enrico and, Nazim there."},{"speaker":"Bryan Klein","startTime":2664.636,"endTime":2667.416,"body":"And, Pete Thompson at Autodesk"},{"speaker":"Bryan Klein","startTime":2664.636,"endTime":2667.416,"body":"there, we're all kind of working"},{"speaker":"Bryan Klein","startTime":2667.416,"endTime":2671.313,"body":"on, some new staff, new expanded"},{"speaker":"Bryan Klein","startTime":2667.416,"endTime":2671.313,"body":"parameters that can come in"},{"speaker":"Bryan Klein","startTime":2671.323,"endTime":2674.403,"body":"the BIM model that we can then"},{"speaker":"Bryan Klein","startTime":2671.323,"endTime":2674.403,"body":"in Pathfinder read in to use."},{"speaker":"Bryan Klein","startTime":2674.816,"endTime":2677.516,"body":"even more efficiently build"},{"speaker":"Bryan Klein","startTime":2674.816,"endTime":2677.516,"body":"a model, like how many people"},{"speaker":"Bryan Klein","startTime":2677.516,"endTime":2679.653,"body":"are in the room, what kind of"},{"speaker":"Bryan Klein","startTime":2677.516,"endTime":2679.653,"body":"profiles are in the room that"},{"speaker":"Bryan Klein","startTime":2679.653,"endTime":2680.073,"body":"stuff could be"},{"speaker":"Wojciech Wegrzynski","startTime":2680.083,"endTime":2680.413,"body":"um,"},{"speaker":"Wojciech Wegrzynski","startTime":2681.313,"endTime":2682.903,"body":"in BIM, that makes sense."},{"speaker":"Wojciech Wegrzynski","startTime":2682.903,"endTime":2683.983,"body":"That's what BIM is for."},{"speaker":"Bryan Klein","startTime":2684.073,"endTime":2685.783,"body":"We'd use"},{"speaker":"Bryan Klein","startTime":2684.073,"endTime":2685.783,"body":"that as input, build the"},{"speaker":"Bryan Klein","startTime":2685.783,"endTime":2686.833,"body":"model, run it, right?"},{"speaker":"Bryan Klein","startTime":2686.833,"endTime":2687.313,"body":"Like that's."},{"speaker":"Bryan Klein","startTime":2687.313,"endTime":2687.523,"body":"Yeah."},{"speaker":"Bryan Klein","startTime":2687.553,"endTime":2690.323,"body":"And then the output of"},{"speaker":"Bryan Klein","startTime":2687.553,"endTime":2690.323,"body":"Pathfinder gets reimported"},{"speaker":"Bryan Klein","startTime":2690.343,"endTime":2692.233,"body":"back in and stored in the"},{"speaker":"Bryan Klein","startTime":2690.343,"endTime":2692.233,"body":"BIM model for like, what's"},{"speaker":"Bryan Klein","startTime":2692.233,"endTime":2693.343,"body":"the flow rate at the door."},{"speaker":"Bryan Klein","startTime":2693.373,"endTime":2695.486,"body":"What's the time to leave"},{"speaker":"Bryan Klein","startTime":2693.373,"endTime":2695.486,"body":"the room, stuff like that."},{"speaker":"Bryan Klein","startTime":2695.486,"endTime":2697.556,"body":"So you get this like full"},{"speaker":"Bryan Klein","startTime":2695.486,"endTime":2697.556,"body":"life cycle kind of a thing."},{"speaker":"Bryan Klein","startTime":2698.096,"endTime":2700.74,"body":"So taking that idea, that"},{"speaker":"Bryan Klein","startTime":2698.096,"endTime":2700.74,"body":"concept, that we're doing"},{"speaker":"Bryan Klein","startTime":2700.74,"endTime":2703.302,"body":"pretty well in Pathfinder now,"},{"speaker":"Bryan Klein","startTime":2700.74,"endTime":2703.302,"body":"and are working to improve"},{"speaker":"Bryan Klein","startTime":2703.513,"endTime":2707.616,"body":"using as much information as"},{"speaker":"Bryan Klein","startTime":2703.513,"endTime":2707.616,"body":"we can from what's been defined"},{"speaker":"Bryan Klein","startTime":2707.616,"endTime":2708.666,"body":"in the BIM model, right?"},{"speaker":"Bryan Klein","startTime":2708.666,"endTime":2710.556,"body":"So if you've defined your"},{"speaker":"Bryan Klein","startTime":2708.666,"endTime":2710.556,"body":"material properties and"},{"speaker":"Bryan Klein","startTime":2710.556,"endTime":2713.286,"body":"you have a density set, for"},{"speaker":"Bryan Klein","startTime":2710.556,"endTime":2713.286,"body":"example, or you have some"},{"speaker":"Bryan Klein","startTime":2713.286,"endTime":2716.21,"body":"thermal physical data that is"},{"speaker":"Bryan Klein","startTime":2713.286,"endTime":2716.21,"body":"stored in the model, reading"},{"speaker":"Bryan Klein","startTime":2716.21,"endTime":2718.97,"body":"that in and using that to"},{"speaker":"Bryan Klein","startTime":2716.21,"endTime":2718.97,"body":"build a surface and materials"},{"speaker":"Bryan Klein","startTime":2718.97,"endTime":2720.92,"body":"that have the information."},{"speaker":"Bryan Klein","startTime":2720.92,"endTime":2723.71,"body":"So we wouldn't be inventing"},{"speaker":"Bryan Klein","startTime":2720.92,"endTime":2723.71,"body":"a material for you."},{"speaker":"Bryan Klein","startTime":2723.71,"endTime":2725.84,"body":"Like if it said it was covered"},{"speaker":"Bryan Klein","startTime":2723.71,"endTime":2725.84,"body":"with carpet, but didn't have"},{"speaker":"Bryan Klein","startTime":2725.84,"endTime":2727.04,"body":"any thermal physical properties."},{"speaker":"Bryan Klein","startTime":2727.851,"endTime":2729.981,"body":"Define what carpet means"},{"speaker":"Bryan Klein","startTime":2727.851,"endTime":2729.981,"body":"for you, but we would step"},{"speaker":"Bryan Klein","startTime":2729.981,"endTime":2732.431,"body":"in a placeholder and say,"},{"speaker":"Bryan Klein","startTime":2729.981,"endTime":2732.431,"body":"you have a material here."},{"speaker":"Bryan Klein","startTime":2732.911,"endTime":2733.661,"body":"It needs to be done."},{"speaker":"Bryan Klein","startTime":2733.721,"endTime":2736.218,"body":"It's not fully defined yet,"},{"speaker":"Bryan Klein","startTime":2733.721,"endTime":2736.218,"body":"but be good because we already"},{"speaker":"Bryan Klein","startTime":2736.218,"endTime":2737.448,"body":"know this association with the"},{"speaker":"Bryan Klein","startTime":2737.448,"endTime":2737.868,"body":"material"},{"speaker":"Bryan Klein","startTime":2737.868,"endTime":2738.618,"body":"in the surface."},{"speaker":"Bryan Klein","startTime":2739.148,"endTime":2741.438,"body":"Then it's, if you just fill in"},{"speaker":"Bryan Klein","startTime":2739.148,"endTime":2741.438,"body":"this information, then you'll"},{"speaker":"Bryan Klein","startTime":2741.438,"endTime":2744.764,"body":"have, Therma physical properties"},{"speaker":"Bryan Klein","startTime":2741.438,"endTime":2744.764,"body":"for this solid, and where"},{"speaker":"Bryan Klein","startTime":2744.764,"endTime":2748.334,"body":"there's a door, in Pathfinder"},{"speaker":"Bryan Klein","startTime":2744.764,"endTime":2748.334,"body":"regenerate a door element in"},{"speaker":"Bryan Klein","startTime":2748.334,"endTime":2751.714,"body":"the navigation mesh and PyroSim"},{"speaker":"Bryan Klein","startTime":2748.334,"endTime":2751.714,"body":"the equivalent would be maybe"},{"speaker":"Bryan Klein","startTime":2751.714,"endTime":2754.128,"body":"a, wall with a hole in it with"},{"speaker":"Bryan Klein","startTime":2751.714,"endTime":2754.128,"body":"an obstruction in the hole."},{"speaker":"Bryan Klein","startTime":2754.128,"endTime":2756.038,"body":"That's already kind of set"},{"speaker":"Bryan Klein","startTime":2754.128,"endTime":2756.038,"body":"up as a door that you could"},{"speaker":"Bryan Klein","startTime":2756.038,"endTime":2757.268,"body":"open and close or whatever."},{"speaker":"Bryan Klein","startTime":2757.268,"endTime":2757.568,"body":"So,"},{"speaker":"Bryan Klein","startTime":2757.838,"endTime":2758.888,"body":"same thing with windows."},{"speaker":"Bryan Klein","startTime":2758.888,"endTime":2760.508,"body":"Like we, if we know"},{"speaker":"Bryan Klein","startTime":2758.888,"endTime":2760.508,"body":"there's glass and there's"},{"speaker":"Bryan Klein","startTime":2760.508,"endTime":2763.268,"body":"glazing, we HVAC exactly."},{"speaker":"Bryan Klein","startTime":2763.268,"endTime":2764.948,"body":"Like where's the vent,"},{"speaker":"Bryan Klein","startTime":2763.268,"endTime":2764.948,"body":"what's the vent area."},{"speaker":"Bryan Klein","startTime":2765.428,"endTime":2765.758,"body":"What does it"},{"speaker":"Bryan Klein","startTime":2765.758,"endTime":2766.328,"body":"connect to?"},{"speaker":"Bryan Klein","startTime":2766.328,"endTime":2767.918,"body":"We could reinterpret that stuff."},{"speaker":"Bryan Klein","startTime":2767.918,"endTime":2768.098,"body":"Yeah."},{"speaker":"Bryan Klein","startTime":2768.398,"endTime":2770.34,"body":"So there's a lot of room"},{"speaker":"Bryan Klein","startTime":2768.398,"endTime":2770.34,"body":"for improvement in that."},{"speaker":"Bryan Klein","startTime":2770.34,"endTime":2772.618,"body":"and as we're continuing to"},{"speaker":"Bryan Klein","startTime":2770.34,"endTime":2772.618,"body":"work more in BIM and the"},{"speaker":"Bryan Klein","startTime":2772.618,"endTime":2776.261,"body":"IFC files, Being able to"},{"speaker":"Bryan Klein","startTime":2772.618,"endTime":2776.261,"body":"intelligently extract that"},{"speaker":"Bryan Klein","startTime":2776.261,"endTime":2779.651,"body":"data and use it to at least"},{"speaker":"Bryan Klein","startTime":2776.261,"endTime":2779.651,"body":"create a good starting point."},{"speaker":"Bryan Klein","startTime":2780.101,"endTime":2782.411,"body":"That would be just a lot"},{"speaker":"Bryan Klein","startTime":2780.101,"endTime":2782.411,"body":"of busy work to build it."},{"speaker":"Bryan Klein","startTime":2782.561,"endTime":2783.581,"body":"You've already defined it."},{"speaker":"Bryan Klein","startTime":2783.581,"endTime":2785.081,"body":"So we're not"},{"speaker":"Bryan Klein","startTime":2783.581,"endTime":2785.081,"body":"inventing information."},{"speaker":"Bryan Klein","startTime":2785.081,"endTime":2786.671,"body":"You've already defined"},{"speaker":"Bryan Klein","startTime":2785.081,"endTime":2786.671,"body":"this in a model somewhere."},{"speaker":"Bryan Klein","startTime":2786.971,"endTime":2789.654,"body":"We're just converting it into"},{"speaker":"Bryan Klein","startTime":2786.971,"endTime":2789.654,"body":"the same definition of those"},{"speaker":"Bryan Klein","startTime":2789.654,"endTime":2792.204,"body":"things, but in a different"},{"speaker":"Bryan Klein","startTime":2789.654,"endTime":2792.204,"body":"context, which is sort of an"},{"speaker":"Bryan Klein","startTime":2792.204,"endTime":2793.884,"body":"FDS model version of that."},{"speaker":"Bryan Klein","startTime":2794.274,"endTime":2796.214,"body":"So yeah, there's room"},{"speaker":"Bryan Klein","startTime":2794.274,"endTime":2796.214,"body":"for that, For sure."},{"speaker":"Bryan Klein","startTime":2796.214,"endTime":2799.154,"body":"And it is one thing that's"},{"speaker":"Bryan Klein","startTime":2796.214,"endTime":2799.154,"body":"been on our, list now, like I"},{"speaker":"Bryan Klein","startTime":2799.154,"endTime":2801.484,"body":"said, I even gave the talk of"},{"speaker":"Bryan Klein","startTime":2799.154,"endTime":2801.484,"body":"the webinar recently about,"},{"speaker":"Bryan Klein","startTime":2801.534,"endTime":2803.154,"body":"BIM can be insane, right?"},{"speaker":"Bryan Klein","startTime":2803.154,"endTime":2805.704,"body":"Like you could have all your"},{"speaker":"Bryan Klein","startTime":2803.154,"endTime":2805.704,"body":"piping and plumbing and hinges"},{"speaker":"Bryan Klein","startTime":2805.704,"endTime":2806.574,"body":"and doorknobs and all that."},{"speaker":"Bryan Klein","startTime":2806.574,"endTime":2808.734,"body":"Like there could be a lot of"},{"speaker":"Bryan Klein","startTime":2806.574,"endTime":2808.734,"body":"detail in there that you had"},{"speaker":"Bryan Klein","startTime":2808.734,"endTime":2811.821,"body":"to go through some reduction"},{"speaker":"Bryan Klein","startTime":2808.734,"endTime":2811.821,"body":"step to convert it into,"},{"speaker":"Bryan Klein","startTime":2811.83,"endTime":2813.241,"body":"more simplified fire models."},{"speaker":"Bryan Klein","startTime":2813.241,"endTime":2816.578,"body":"So, that's also like how do we,"},{"speaker":"Bryan Klein","startTime":2813.241,"endTime":2816.578,"body":"without just bringing everything"},{"speaker":"Bryan Klein","startTime":2816.578,"endTime":2819.788,"body":"in, maybe we bring in the CAD"},{"speaker":"Bryan Klein","startTime":2816.578,"endTime":2819.788,"body":"just for visualization, but"},{"speaker":"Bryan Klein","startTime":2819.968,"endTime":2822.848,"body":"under the hood, we've really"},{"speaker":"Bryan Klein","startTime":2819.968,"endTime":2822.848,"body":"reduced this down to just what"},{"speaker":"Bryan Klein","startTime":2822.848,"endTime":2826.148,"body":"the wall, where the walls are in"},{"speaker":"Bryan Klein","startTime":2822.848,"endTime":2826.148,"body":"the floor slabs and kind of re."},{"speaker":"Bryan Klein","startTime":2826.659,"endTime":2827.031,"body":"That"},{"speaker":"Bryan Klein","startTime":2827.091,"endTime":2829.041,"body":"detailed version of the"},{"speaker":"Bryan Klein","startTime":2827.091,"endTime":2829.041,"body":"building into a more"},{"speaker":"Bryan Klein","startTime":2829.041,"endTime":2830.391,"body":"simplified rendition."},{"speaker":"Bryan Klein","startTime":2830.391,"endTime":2830.721,"body":"So"},{"speaker":"Wojciech Wegrzynski","startTime":2830.881,"endTime":2833.711,"body":"I honestly"},{"speaker":"Wojciech Wegrzynski","startTime":2830.881,"endTime":2833.711,"body":"think that for many years I"},{"speaker":"Wojciech Wegrzynski","startTime":2833.711,"endTime":2838.698,"body":"thought the way how meshing"},{"speaker":"Wojciech Wegrzynski","startTime":2833.711,"endTime":2838.698,"body":"works in FDS is a disadvantage."},{"speaker":"Wojciech Wegrzynski","startTime":2838.698,"endTime":2841.451,"body":"You know, for, for many years,"},{"speaker":"Wojciech Wegrzynski","startTime":2838.698,"endTime":2841.451,"body":"I thought that because it's, the"},{"speaker":"Wojciech Wegrzynski","startTime":2841.451,"endTime":2844.691,"body":"way how condition mesh is built,"},{"speaker":"Wojciech Wegrzynski","startTime":2841.451,"endTime":2844.691,"body":"that you have to build a mesh to"},{"speaker":"Wojciech Wegrzynski","startTime":2844.691,"endTime":2848.261,"body":"incorporate your surroundings,"},{"speaker":"Wojciech Wegrzynski","startTime":2844.691,"endTime":2848.261,"body":"then build your walls inside."},{"speaker":"Wojciech Wegrzynski","startTime":2848.951,"endTime":2852.395,"body":"It is sometimes annoying if"},{"speaker":"Wojciech Wegrzynski","startTime":2848.951,"endTime":2852.395,"body":"you have troubles with shapes"},{"speaker":"Wojciech Wegrzynski","startTime":2852.415,"endTime":2857.035,"body":"and so on, but now did we"},{"speaker":"Wojciech Wegrzynski","startTime":2852.415,"endTime":2857.035,"body":"have to go into the world of"},{"speaker":"Wojciech Wegrzynski","startTime":2857.035,"endTime":2861.325,"body":"BIM with our, software and"},{"speaker":"Wojciech Wegrzynski","startTime":2857.035,"endTime":2861.325,"body":"I have to do a very complex"},{"speaker":"Wojciech Wegrzynski","startTime":2861.325,"endTime":2867.435,"body":"unstructured mesh on this mess"},{"speaker":"Wojciech Wegrzynski","startTime":2861.325,"endTime":2867.435,"body":"of door knobs, hinges, seven"},{"speaker":"Wojciech Wegrzynski","startTime":2867.435,"endTime":2869.535,"body":"layers that define the pipes."},{"speaker":"Wojciech Wegrzynski","startTime":2869.935,"endTime":2874.695,"body":"I would love to have a model"},{"speaker":"Wojciech Wegrzynski","startTime":2869.935,"endTime":2874.695,"body":"that just pops me a rectangular"},{"speaker":"Wojciech Wegrzynski","startTime":2874.695,"endTime":2878.491,"body":"grid cell and doesn't care"},{"speaker":"Wojciech Wegrzynski","startTime":2874.695,"endTime":2878.491,"body":"if there is 17 small cords"},{"speaker":"Wojciech Wegrzynski","startTime":2878.491,"endTime":2879.721,"body":"going through it or not."},{"speaker":"Wojciech Wegrzynski","startTime":2880.201,"endTime":2883.381,"body":"So I think in a way as"},{"speaker":"Wojciech Wegrzynski","startTime":2880.201,"endTime":2883.381,"body":"something, they felt"},{"speaker":"Wojciech Wegrzynski","startTime":2883.381,"endTime":2885.241,"body":"that FDS is its weakness."},{"speaker":"Wojciech Wegrzynski","startTime":2885.601,"endTime":2888.198,"body":"It can actually be a huge favor"},{"speaker":"Bryan Klein","startTime":2888.233,"endTime":2888.743,"body":"strength."},{"speaker":"Bryan Klein","startTime":2888.743,"endTime":2888.983,"body":"Yeah."},{"speaker":"Wojciech Wegrzynski","startTime":2889.968,"endTime":2890.328,"body":"and"},{"speaker":"Bryan Klein","startTime":2890.543,"endTime":2893.123,"body":"And, and I think"},{"speaker":"Bryan Klein","startTime":2890.543,"endTime":2893.123,"body":"a lot of people they'll take"},{"speaker":"Bryan Klein","startTime":2893.123,"endTime":2896.723,"body":"in these complex geometries,"},{"speaker":"Bryan Klein","startTime":2893.123,"endTime":2896.723,"body":"they'll use it as really as a"},{"speaker":"Bryan Klein","startTime":2896.723,"endTime":2900.816,"body":"reference for using the really"},{"speaker":"Bryan Klein","startTime":2896.723,"endTime":2900.816,"body":"simple PyroSim like wall tool"},{"speaker":"Bryan Klein","startTime":2900.816,"endTime":2903.186,"body":"and slap to, and stuff to"},{"speaker":"Bryan Klein","startTime":2900.816,"endTime":2903.186,"body":"draw these simple objects."},{"speaker":"Bryan Klein","startTime":2903.631,"endTime":2906.261,"body":"And use CAD their cat is"},{"speaker":"Bryan Klein","startTime":2903.631,"endTime":2906.261,"body":"like snap referencing."},{"speaker":"Bryan Klein","startTime":2906.261,"endTime":2907.881,"body":"So they can say, oh,"},{"speaker":"Bryan Klein","startTime":2906.261,"endTime":2907.881,"body":"the wall goes from this"},{"speaker":"Bryan Klein","startTime":2907.881,"endTime":2908.781,"body":"corner to that corner."},{"speaker":"Bryan Klein","startTime":2909.081,"endTime":2911.151,"body":"They don't care about all"},{"speaker":"Bryan Klein","startTime":2909.081,"endTime":2911.151,"body":"the detail and the trim"},{"speaker":"Bryan Klein","startTime":2911.151,"endTime":2911.931,"body":"and everything like that."},{"speaker":"Bryan Klein","startTime":2911.931,"endTime":2914.091,"body":"They're kind of just"},{"speaker":"Bryan Klein","startTime":2911.931,"endTime":2914.091,"body":"reducing all of that out by"},{"speaker":"Bryan Klein","startTime":2914.091,"endTime":2917.331,"body":"redrawing, a wall object"},{"speaker":"Bryan Klein","startTime":2914.091,"endTime":2917.331,"body":"where those, you know, in"},{"speaker":"Bryan Klein","startTime":2917.331,"endTime":2918.531,"body":"those two points in 3d."},{"speaker":"Bryan Klein","startTime":2919.101,"endTime":2922.461,"body":"So then you can kind of ignore"},{"speaker":"Bryan Klein","startTime":2919.101,"endTime":2922.461,"body":"the CAD version of that wall"},{"speaker":"Bryan Klein","startTime":2922.461,"endTime":2925.791,"body":"because you've recreated an"},{"speaker":"Bryan Klein","startTime":2922.461,"endTime":2925.791,"body":"equivalent essentially in 3d"},{"speaker":"Bryan Klein","startTime":2925.791,"endTime":2928.321,"body":"with a simple object in PyroSim"},{"speaker":"Bryan Klein","startTime":2928.641,"endTime":2931.191,"body":"and so those kinds"},{"speaker":"Bryan Klein","startTime":2928.641,"endTime":2931.191,"body":"of conversions people"},{"speaker":"Bryan Klein","startTime":2931.191,"endTime":2932.031,"body":"are doing manually."},{"speaker":"Bryan Klein","startTime":2932.091,"endTime":2934.071,"body":"Like I've talked to quite a"},{"speaker":"Bryan Klein","startTime":2932.091,"endTime":2934.071,"body":"few people that, you know, they"},{"speaker":"Bryan Klein","startTime":2934.071,"endTime":2936.294,"body":"have this gigantic beautiful"},{"speaker":"Bryan Klein","startTime":2934.071,"endTime":2936.294,"body":"building and it's yeah, but if"},{"speaker":"Bryan Klein","startTime":2936.294,"endTime":2939.224,"body":"this is my FDS version of it,"},{"speaker":"Bryan Klein","startTime":2936.294,"endTime":2939.224,"body":"and it's just very simple walls"},{"speaker":"Bryan Klein","startTime":2939.224,"endTime":2942.134,"body":"and very simple floors and some"},{"speaker":"Bryan Klein","startTime":2939.224,"endTime":2942.134,"body":"big objects that are like the"},{"speaker":"Bryan Klein","startTime":2942.134,"endTime":2945.111,"body":"critical components of, that"},{"speaker":"Bryan Klein","startTime":2942.134,"endTime":2945.111,"body":"environment that the fire model"},{"speaker":"Bryan Klein","startTime":2945.111,"endTime":2948.591,"body":"needs to know about and not"},{"speaker":"Bryan Klein","startTime":2945.111,"endTime":2948.591,"body":"all the sub grid stuff for, or"},{"speaker":"Bryan Klein","startTime":2949.011,"endTime":2950.721,"body":"on essential characteristics."},{"speaker":"Wojciech Wegrzynski","startTime":2950.771,"endTime":2951.881,"body":"Let's close on this one."},{"speaker":"Wojciech Wegrzynski","startTime":2952.091,"endTime":2952.841,"body":"Okay, Brian,"},{"speaker":"Wojciech Wegrzynski","startTime":2953.321,"endTime":2954.131,"body":"that was great."},{"speaker":"Wojciech Wegrzynski","startTime":2954.281,"endTime":2957.931,"body":"Having you, I know that you"},{"speaker":"Wojciech Wegrzynski","startTime":2954.281,"endTime":2957.931,"body":"have conference going on in"},{"speaker":"Wojciech Wegrzynski","startTime":2957.931,"endTime":2960.681,"body":"my neighborhood, soon ish, so"},{"speaker":"Bryan Klein","startTime":2960.771,"endTime":2961.221,"body":"yeah,"},{"speaker":"Wojciech Wegrzynski","startTime":2961.521,"endTime":2961.761,"body":"let's"},{"speaker":"Wojciech Wegrzynski","startTime":2961.761,"endTime":2962.571,"body":"advertise it."},{"speaker":"Wojciech Wegrzynski","startTime":2962.651,"endTime":2962.981,"body":"I want"},{"speaker":"Wojciech Wegrzynski","startTime":2962.981,"endTime":2963.131,"body":"more"},{"speaker":"Wojciech Wegrzynski","startTime":2963.131,"endTime":2963.521,"body":"people"},{"speaker":"Wojciech Wegrzynski","startTime":2963.551,"endTime":2964.811,"body":"in it to have beer with."},{"speaker":"Bryan Klein","startTime":2965.321,"endTime":2966.371,"body":"yeah,"},{"speaker":"Bryan Klein","startTime":2965.321,"endTime":2966.371,"body":"that would be awesome."},{"speaker":"Bryan Klein","startTime":2966.401,"endTime":2966.701,"body":"Yeah."},{"speaker":"Bryan Klein","startTime":2966.731,"endTime":2969.541,"body":"We're , so we're planning"},{"speaker":"Bryan Klein","startTime":2966.731,"endTime":2969.541,"body":"for the September, to do the"},{"speaker":"Bryan Klein","startTime":2969.541,"endTime":2972.644,"body":"sixth, fire and evacuation"},{"speaker":"Bryan Klein","startTime":2969.541,"endTime":2972.644,"body":"modeling technical conference,"},{"speaker":"Bryan Klein","startTime":2972.644,"endTime":2973.454,"body":"which is a mouthful."},{"speaker":"Bryan Klein","startTime":2973.454,"endTime":2976.574,"body":"So we say FMTC or fem tech."},{"speaker":"Bryan Klein","startTime":2976.574,"endTime":2978.044,"body":"I've heard it say"},{"speaker":"Bryan Klein","startTime":2976.574,"endTime":2978.044,"body":"all different ways."},{"speaker":"Bryan Klein","startTime":2978.374,"endTime":2982.004,"body":"So if you go to"},{"speaker":"Bryan Klein","startTime":2978.374,"endTime":2982.004,"body":"femtc.com, that's the"},{"speaker":"Bryan Klein","startTime":2982.004,"endTime":2983.024,"body":"website for the event."},{"speaker":"Bryan Klein","startTime":2983.114,"endTime":2985.004,"body":"And there's a way to"},{"speaker":"Bryan Klein","startTime":2983.114,"endTime":2985.004,"body":"pre-register that you're"},{"speaker":"Bryan Klein","startTime":2985.004,"endTime":2987.074,"body":"interested in, let us"},{"speaker":"Bryan Klein","startTime":2985.004,"endTime":2987.074,"body":"know if you'd want to"},{"speaker":"Bryan Klein","startTime":2987.074,"endTime":2988.184,"body":"be in person or virtual."},{"speaker":"Bryan Klein","startTime":2988.184,"endTime":2989.264,"body":"It will be a hybrid event."},{"speaker":"Bryan Klein","startTime":2989.834,"endTime":2993.381,"body":"So we will be in person and"},{"speaker":"Bryan Klein","startTime":2989.834,"endTime":2993.381,"body":"live streaming at the same time."},{"speaker":"Bryan Klein","startTime":2993.794,"endTime":2996.334,"body":"that way, if I mean, COVID is"},{"speaker":"Bryan Klein","startTime":2993.794,"endTime":2996.334,"body":"thrown a wrench in everything."},{"speaker":"Bryan Klein","startTime":2996.334,"endTime":3000.054,"body":"We ended up having to go virtual"},{"speaker":"Bryan Klein","startTime":2996.334,"endTime":3000.054,"body":"with 2020 for the same reason."},{"speaker":"Bryan Klein","startTime":3000.084,"endTime":3002.907,"body":"And so we're really hoping that,"},{"speaker":"Bryan Klein","startTime":3000.084,"endTime":3002.907,"body":"you know, all the efforts we've"},{"speaker":"Bryan Klein","startTime":3002.907,"endTime":3007.227,"body":"done so far with vaccination and"},{"speaker":"Bryan Klein","startTime":3002.907,"endTime":3007.227,"body":"masking and all of the public"},{"speaker":"Bryan Klein","startTime":3007.227,"endTime":3009.715,"body":"health stuff that it's, paid"},{"speaker":"Bryan Klein","startTime":3007.227,"endTime":3009.715,"body":"off enough that by September,"},{"speaker":"Bryan Klein","startTime":3009.715,"endTime":3010.631,"body":"we'll be able to travel."},{"speaker":"Bryan Klein","startTime":3010.631,"endTime":3013.087,"body":"People will travel easily"},{"speaker":"Bryan Klein","startTime":3010.631,"endTime":3013.087,"body":"and feel safe, to be there."},{"speaker":"Bryan Klein","startTime":3013.477,"endTime":3015.067,"body":"So that's something"},{"speaker":"Bryan Klein","startTime":3013.477,"endTime":3015.067,"body":"we've considered, there's"},{"speaker":"Bryan Klein","startTime":3015.067,"endTime":3016.117,"body":"a backup plan to go."},{"speaker":"Bryan Klein","startTime":3016.117,"endTime":3018.157,"body":"just pure virtual if we have to"},{"speaker":"Wojciech Wegrzynski","startTime":3018.168,"endTime":3019.098,"body":"nah, we need to"},{"speaker":"Wojciech Wegrzynski","startTime":3019.098,"endTime":3019.428,"body":"go."},{"speaker":"Bryan Klein","startTime":3019.447,"endTime":3020.407,"body":"hope"},{"speaker":"Bryan Klein","startTime":3019.447,"endTime":3020.407,"body":"to be in person."},{"speaker":"Bryan Klein","startTime":3020.407,"endTime":3020.677,"body":"Yeah."},{"speaker":"Wojciech Wegrzynski","startTime":3020.868,"endTime":3021.888,"body":"It"},{"speaker":"Wojciech Wegrzynski","startTime":3020.868,"endTime":3021.888,"body":"needs to be in person."},{"speaker":"Bryan Klein","startTime":3022.532,"endTime":3022.922,"body":"Yeah."},{"speaker":"Wojciech Wegrzynski","startTime":3023.208,"endTime":3024.828,"body":"I"},{"speaker":"Wojciech Wegrzynski","startTime":3023.208,"endTime":3024.828,"body":"didn't care about you."},{"speaker":"Wojciech Wegrzynski","startTime":3024.828,"endTime":3025.758,"body":"I'm going to know"},{"speaker":"Bryan Klein","startTime":3025.816,"endTime":3026.036,"body":"Yeah."},{"speaker":"Bryan Klein","startTime":3026.036,"endTime":3026.306,"body":"Yeah."},{"speaker":"Wojciech Wegrzynski","startTime":3026.481,"endTime":3027.291,"body":"if the conference is"},{"speaker":"Wojciech Wegrzynski","startTime":3027.291,"endTime":3028.101,"body":"not happening there,"},{"speaker":"Bryan Klein","startTime":3028.566,"endTime":3029.496,"body":"So"},{"speaker":"Bryan Klein","startTime":3028.566,"endTime":3029.496,"body":"we've been working."},{"speaker":"Bryan Klein","startTime":3029.856,"endTime":3030.216,"body":"Yeah,"},{"speaker":"Wojciech Wegrzynski","startTime":3030.321,"endTime":3030.771,"body":"Evans."},{"speaker":"Bryan Klein","startTime":3032.106,"endTime":3032.826,"body":"I'll be there."},{"speaker":"Bryan Klein","startTime":3033.306,"endTime":3033.546,"body":"Yeah."},{"speaker":"Bryan Klein","startTime":3033.546,"endTime":3036.556,"body":"The, uh, we've been working with"},{"speaker":"Bryan Klein","startTime":3033.546,"endTime":3036.556,"body":"our, we have a distributor there"},{"speaker":"Bryan Klein","startTime":3036.556,"endTime":3040.322,"body":"over Recognity Tomas Apeltauer"},{"speaker":"Bryan Klein","startTime":3036.556,"endTime":3040.322,"body":"and he's been helping find"},{"speaker":"Bryan Klein","startTime":3040.322,"endTime":3044.042,"body":"great events, locations, things"},{"speaker":"Bryan Klein","startTime":3040.322,"endTime":3044.042,"body":"to do while we're in the city."},{"speaker":"Bryan Klein","startTime":3044.582,"endTime":3046.382,"body":"And, uh, we're really"},{"speaker":"Bryan Klein","startTime":3044.582,"endTime":3046.382,"body":"looking forward to it."},{"speaker":"Bryan Klein","startTime":3046.382,"endTime":3047.852,"body":"So call for papers is open."},{"speaker":"Bryan Klein","startTime":3047.852,"endTime":3048.092,"body":"Now."},{"speaker":"Bryan Klein","startTime":3048.092,"endTime":3048.991,"body":"It just opened up."},{"speaker":"Bryan Klein","startTime":3049.022,"endTime":3051.636,"body":"you'll see that information on"},{"speaker":"Bryan Klein","startTime":3049.022,"endTime":3051.636,"body":"the website, on the event page."},{"speaker":"Bryan Klein","startTime":3052.056,"endTime":3055.052,"body":"And, we're just a quick"},{"speaker":"Bryan Klein","startTime":3052.056,"endTime":3055.052,"body":"abstract, no more than 300"},{"speaker":"Bryan Klein","startTime":3055.052,"endTime":3057.602,"body":"words, just a quick idea of"},{"speaker":"Bryan Klein","startTime":3055.052,"endTime":3057.602,"body":"what you would like to talk"},{"speaker":"Bryan Klein","startTime":3057.602,"endTime":3062.004,"body":"about and, Pick, hopefully"},{"speaker":"Bryan Klein","startTime":3057.602,"endTime":3062.004,"body":"we get enough, uh, you"},{"speaker":"Bryan Klein","startTime":3062.004,"endTime":3064.074,"body":"know, good ideas that we can"},{"speaker":"Bryan Klein","startTime":3062.004,"endTime":3064.074,"body":"put together a conference."},{"speaker":"Bryan Klein","startTime":3064.494,"endTime":3066.627,"body":"this is not really like"},{"speaker":"Bryan Klein","startTime":3064.494,"endTime":3066.627,"body":"a revenue generator"},{"speaker":"Bryan Klein","startTime":3066.627,"endTime":3067.377,"body":"for us or anything."},{"speaker":"Bryan Klein","startTime":3067.377,"endTime":3070.107,"body":"If we break, even, we feel"},{"speaker":"Bryan Klein","startTime":3067.377,"endTime":3070.107,"body":"like we we've done a good job."},{"speaker":"Bryan Klein","startTime":3070.187,"endTime":3072.977,"body":"We try to keep costs low"},{"speaker":"Bryan Klein","startTime":3070.187,"endTime":3072.977,"body":"and, and maximize the value."},{"speaker":"Bryan Klein","startTime":3072.977,"endTime":3076.037,"body":"We put all the talks and"},{"speaker":"Bryan Klein","startTime":3072.977,"endTime":3076.037,"body":"everything for free on the web."},{"speaker":"Bryan Klein","startTime":3076.067,"endTime":3079.217,"body":"So you'll see, every past event"},{"speaker":"Bryan Klein","startTime":3076.067,"endTime":3079.217,"body":"has a YouTube video for the"},{"speaker":"Bryan Klein","startTime":3079.217,"endTime":3081.107,"body":"talk and the PDF of the paper."},{"speaker":"Bryan Klein","startTime":3081.107,"endTime":3083.087,"body":"And, you know, we really"},{"speaker":"Bryan Klein","startTime":3081.107,"endTime":3083.087,"body":"try to spread this."},{"speaker":"Bryan Klein","startTime":3083.087,"endTime":3085.881,"body":"This is part of our, I would"},{"speaker":"Bryan Klein","startTime":3083.087,"endTime":3085.881,"body":"say advocacy mission where we're"},{"speaker":"Bryan Klein","startTime":3085.881,"endTime":3088.881,"body":"trying to really promote the"},{"speaker":"Bryan Klein","startTime":3085.881,"endTime":3088.881,"body":"work of others in the field and"},{"speaker":"Bryan Klein","startTime":3088.881,"endTime":3091.791,"body":"get information out to as many"},{"speaker":"Bryan Klein","startTime":3088.881,"endTime":3091.791,"body":"people as possible to help kind"},{"speaker":"Bryan Klein","startTime":3091.791,"endTime":3092.857,"body":"of Raise all boats together."},{"speaker":"Bryan Klein","startTime":3092.857,"endTime":3093.954,"body":"So, yeah, we're really"},{"speaker":"Bryan Klein","startTime":3093.954,"endTime":3094.794,"body":"looking forward to"},{"speaker":"Bryan Klein","startTime":3095.154,"endTime":3096.084,"body":"another great event"},{"speaker":"Wojciech Wegrzynski","startTime":3096.191,"endTime":3097.871,"body":"I"},{"speaker":"Wojciech Wegrzynski","startTime":3096.191,"endTime":3097.871,"body":"can confirm I've been into"},{"speaker":"Wojciech Wegrzynski","startTime":3097.871,"endTime":3098.921,"body":"two or three, I think."},{"speaker":"Wojciech Wegrzynski","startTime":3098.921,"endTime":3100.781,"body":"And all of them were great."},{"speaker":"Wojciech Wegrzynski","startTime":3100.781,"endTime":3103.031,"body":"It's one of my"},{"speaker":"Wojciech Wegrzynski","startTime":3100.781,"endTime":3103.031,"body":"favorite conferences."},{"speaker":"Wojciech Wegrzynski","startTime":3103.641,"endTime":3104.991,"body":"the location is convenient."},{"speaker":"Wojciech Wegrzynski","startTime":3104.991,"endTime":3108.674,"body":"It's in Brno in Czech"},{"speaker":"Wojciech Wegrzynski","startTime":3104.991,"endTime":3108.674,"body":"Republic where you can get,"},{"speaker":"Wojciech Wegrzynski","startTime":3108.674,"endTime":3111.788,"body":"probably from any place of"},{"speaker":"Wojciech Wegrzynski","startTime":3108.674,"endTime":3111.788,"body":"the world flying to Prague or"},{"speaker":"Wojciech Wegrzynski","startTime":3111.788,"endTime":3113.785,"body":"Vienna, and moving by train."},{"speaker":"Wojciech Wegrzynski","startTime":3113.785,"endTime":3117.228,"body":"So it's, quite easy to"},{"speaker":"Wojciech Wegrzynski","startTime":3113.785,"endTime":3117.228,"body":"get, from wherever you are."},{"speaker":"Wojciech Wegrzynski","startTime":3117.828,"endTime":3119.545,"body":"And I think it's worth it."},{"speaker":"Wojciech Wegrzynski","startTime":3119.545,"endTime":3121.045,"body":"So, I, I'm sure I will be there."},{"speaker":"Bryan Klein","startTime":3121.53,"endTime":3122.76,"body":"All right,"},{"speaker":"Bryan Klein","startTime":3121.53,"endTime":3122.76,"body":"I'll see you there."},{"speaker":"Wojciech Wegrzynski","startTime":3123.085,"endTime":3123.625,"body":"to that,"},{"speaker":"Bryan Klein","startTime":3124.23,"endTime":3124.59,"body":"Yeah."},{"speaker":"Bryan Klein","startTime":3124.62,"endTime":3126.48,"body":"It'd be great to get"},{"speaker":"Bryan Klein","startTime":3124.62,"endTime":3126.48,"body":"everybody together again,"},{"speaker":"Bryan Klein","startTime":3126.87,"endTime":3128.49,"body":"it's just as many new faces"},{"speaker":"Bryan Klein","startTime":3128.49,"endTime":3129.3,"body":"and familiar"},{"speaker":"Bryan Klein","startTime":3129.3,"endTime":3130.32,"body":"faces as we can."},{"speaker":"Bryan Klein","startTime":3130.32,"endTime":3130.5,"body":"And,"},{"speaker":"Wojciech Wegrzynski","startTime":3130.721,"endTime":3131.261,"body":"Let's hope."},{"speaker":"Wojciech Wegrzynski","startTime":3131.321,"endTime":3132.251,"body":"That's hope for that."},{"speaker":"Wojciech Wegrzynski","startTime":3132.308,"endTime":3136.008,"body":"and if, it's like online,"},{"speaker":"Wojciech Wegrzynski","startTime":3132.308,"endTime":3136.008,"body":"you'll have to stream beer in a,"},{"speaker":"Wojciech Wegrzynski","startTime":3136.038,"endTime":3136.458,"body":"some"},{"speaker":"Wojciech Wegrzynski","startTime":3136.518,"endTime":3137.148,"body":"sort of way."},{"speaker":"Wojciech Wegrzynski","startTime":3137.148,"endTime":3137.358,"body":"That's"},{"speaker":"Bryan Klein","startTime":3137.493,"endTime":3138.093,"body":"Yeah."},{"speaker":"Bryan Klein","startTime":3138.423,"endTime":3140.643,"body":"We'll have to see , maybe"},{"speaker":"Bryan Klein","startTime":3138.423,"endTime":3140.643,"body":"Metta her Facebook has"},{"speaker":"Bryan Klein","startTime":3140.643,"endTime":3141.573,"body":"come up with a new way to"},{"speaker":"Bryan Klein","startTime":3141.573,"endTime":3141.753,"body":"like"},{"speaker":"Wojciech Wegrzynski","startTime":3141.788,"endTime":3142.628,"body":"Oh no."},{"speaker":"Wojciech Wegrzynski","startTime":3142.628,"endTime":3143.248,"body":"Oh no."},{"speaker":"Wojciech Wegrzynski","startTime":3143.828,"endTime":3144.038,"body":"no,"},{"speaker":"Wojciech Wegrzynski","startTime":3144.038,"endTime":3144.308,"body":"no."},{"speaker":"Wojciech Wegrzynski","startTime":3145.058,"endTime":3147.651,"body":"Let's keep a fire"},{"speaker":"Wojciech Wegrzynski","startTime":3145.058,"endTime":3147.651,"body":"safety in the metaverse,"},{"speaker":"Bryan Klein","startTime":3147.825,"endTime":3149.055,"body":"Yeah,"},{"speaker":"Bryan Klein","startTime":3147.825,"endTime":3149.055,"body":"separate spaces."},{"speaker":"Bryan Klein","startTime":3150.544,"endTime":3150.841,"body":"All right."},{"speaker":"Bryan Klein","startTime":3150.841,"endTime":3151.681,"body":"Great talking with you."},{"speaker":"Bryan Klein","startTime":3151.681,"endTime":3151.951,"body":"Thank"},{"speaker":"Bryan Klein","startTime":3151.951,"endTime":3152.251,"body":"you."},{"speaker":"Wojciech Wegrzynski","startTime":3152.251,"endTime":3152.521,"body":"again."},{"speaker":"Wojciech Wegrzynski","startTime":3152.536,"endTime":3153.231,"body":"Thank you so much."},{"speaker":"Wojciech Wegrzynski","startTime":3153.231,"endTime":3153.501,"body":"it was"},{"speaker":"Wojciech Wegrzynski","startTime":3153.501,"endTime":3154.461,"body":"Great It was a pleasure."},{"speaker":"Wojciech Wegrzynski","startTime":3154.821,"endTime":3155.561,"body":"See around Bryan"},{"speaker":"Wojciech Wegrzynski","startTime":3156.271,"endTime":3156.841,"body":"And that's it."},{"speaker":"Wojciech Wegrzynski","startTime":3156.991,"endTime":3158.341,"body":"I hope you've enjoyed this one."},{"speaker":"Wojciech Wegrzynski","startTime":3158.371,"endTime":3159.361,"body":"I certainly did."},{"speaker":"Wojciech Wegrzynski","startTime":3159.841,"endTime":3161.761,"body":"It's really interesting"},{"speaker":"Wojciech Wegrzynski","startTime":3159.841,"endTime":3161.761,"body":"to view the world of"},{"speaker":"Wojciech Wegrzynski","startTime":3161.761,"endTime":3163.831,"body":"fire modeling through the"},{"speaker":"Wojciech Wegrzynski","startTime":3161.761,"endTime":3163.831,"body":"eyes of a developer and."},{"speaker":"Wojciech Wegrzynski","startTime":3163.87,"endTime":3166.221,"body":"So many aspects are"},{"speaker":"Wojciech Wegrzynski","startTime":3163.87,"endTime":3166.221,"body":"being brought that."},{"speaker":"Wojciech Wegrzynski","startTime":3166.328,"endTime":3169.598,"body":"Probably the end users do not"},{"speaker":"Wojciech Wegrzynski","startTime":3166.328,"endTime":3169.598,"body":"really think about that much."},{"speaker":"Wojciech Wegrzynski","startTime":3169.928,"endTime":3172.508,"body":"I really liked one thing"},{"speaker":"Wojciech Wegrzynski","startTime":3169.928,"endTime":3172.508,"body":"that Brian mentioned,"},{"speaker":"Wojciech Wegrzynski","startTime":3172.508,"endTime":3175.128,"body":"and that was the review"},{"speaker":"Wojciech Wegrzynski","startTime":3172.508,"endTime":3175.128,"body":"mode for PyroSim that."},{"speaker":"Wojciech Wegrzynski","startTime":3175.128,"endTime":3177.918,"body":"That would allowed"},{"speaker":"Wojciech Wegrzynski","startTime":3175.128,"endTime":3177.918,"body":"to review FDS codes."},{"speaker":"Wojciech Wegrzynski","startTime":3177.978,"endTime":3181.728,"body":"And I honestly think this"},{"speaker":"Wojciech Wegrzynski","startTime":3177.978,"endTime":3181.728,"body":"would be an amazing feature."},{"speaker":"Wojciech Wegrzynski","startTime":3181.878,"endTime":3183.468,"body":"In engineering offices."},{"speaker":"Wojciech Wegrzynski","startTime":3183.828,"endTime":3185.088,"body":"For the authorities."},{"speaker":"Wojciech Wegrzynski","startTime":3185.538,"endTime":3188.522,"body":"For the firefighters who go"},{"speaker":"Wojciech Wegrzynski","startTime":3185.538,"endTime":3188.522,"body":"through the simulations, this"},{"speaker":"Wojciech Wegrzynski","startTime":3188.582,"endTime":3190.963,"body":"would actually be quite a good"},{"speaker":"Wojciech Wegrzynski","startTime":3188.582,"endTime":3190.963,"body":"innovation that would help."},{"speaker":"Wojciech Wegrzynski","startTime":3190.963,"endTime":3192.821,"body":"Improve the general"},{"speaker":"Wojciech Wegrzynski","startTime":3190.963,"endTime":3192.821,"body":"quality of a code."},{"speaker":"Wojciech Wegrzynski","startTime":3192.821,"endTime":3195.851,"body":"If there was an easy way"},{"speaker":"Wojciech Wegrzynski","startTime":3192.821,"endTime":3195.851,"body":"to review what has been"},{"speaker":"Wojciech Wegrzynski","startTime":3195.851,"endTime":3197.948,"body":"done in the code, I'm"},{"speaker":"Wojciech Wegrzynski","startTime":3195.851,"endTime":3197.948,"body":"highly supportive for this."},{"speaker":"Wojciech Wegrzynski","startTime":3197.97,"endTime":3200.125,"body":"Development and I hope"},{"speaker":"Wojciech Wegrzynski","startTime":3197.97,"endTime":3200.125,"body":"they, they deliver."},{"speaker":"Wojciech Wegrzynski","startTime":3200.485,"endTime":3204.634,"body":"And from what was mentioned,"},{"speaker":"Wojciech Wegrzynski","startTime":3200.485,"endTime":3204.634,"body":"I also enjoy the BIM importer"},{"speaker":"Wojciech Wegrzynski","startTime":3204.694,"endTime":3206.09,"body":"that's in the Pathfinder."},{"speaker":"Wojciech Wegrzynski","startTime":3206.459,"endTime":3207.569,"body":"really works like magic."},{"speaker":"Wojciech Wegrzynski","startTime":3207.719,"endTime":3208.739,"body":"I'm amazed by this."},{"speaker":"Wojciech Wegrzynski","startTime":3209.188,"endTime":3209.578,"body":"Tool."},{"speaker":"Wojciech Wegrzynski","startTime":3210.088,"endTime":3211.408,"body":"And I hope this makes."},{"speaker":"Wojciech Wegrzynski","startTime":3211.432,"endTime":3215.332,"body":"More appearance in the world"},{"speaker":"Wojciech Wegrzynski","startTime":3211.432,"endTime":3215.332,"body":"of fire modeling, CFD modeling."},{"speaker":"Wojciech Wegrzynski","startTime":3215.722,"endTime":3217.792,"body":"Because that could be"},{"speaker":"Wojciech Wegrzynski","startTime":3215.722,"endTime":3217.792,"body":"another step forward."},{"speaker":"Wojciech Wegrzynski","startTime":3218.032,"endTime":3220.702,"body":"And he also loved the cloud"},{"speaker":"Wojciech Wegrzynski","startTime":3218.032,"endTime":3220.702,"body":"computing aspect of our talk,"},{"speaker":"Wojciech Wegrzynski","startTime":3220.731,"endTime":3223.968,"body":"where we've discussed, how"},{"speaker":"Wojciech Wegrzynski","startTime":3220.731,"endTime":3223.968,"body":"we can really benefit from"},{"speaker":"Wojciech Wegrzynski","startTime":3223.968,"endTime":3227.058,"body":"scaling up the computational"},{"speaker":"Wojciech Wegrzynski","startTime":3223.968,"endTime":3227.058,"body":"capabilities and going into"},{"speaker":"Wojciech Wegrzynski","startTime":3227.088,"endTime":3228.348,"body":"hundreds of simulations and."},{"speaker":"Wojciech Wegrzynski","startTime":3228.402,"endTime":3229.212,"body":"What to get from that."},{"speaker":"Wojciech Wegrzynski","startTime":3229.212,"endTime":3231.222,"body":"So, Actually plenty of good."},{"speaker":"Wojciech Wegrzynski","startTime":3231.612,"endTime":3234.052,"body":"Practical takes from the"},{"speaker":"Wojciech Wegrzynski","startTime":3231.612,"endTime":3234.052,"body":"this talk with a developer."},{"speaker":"Wojciech Wegrzynski","startTime":3234.322,"endTime":3235.882,"body":"And as mentioned in"},{"speaker":"Wojciech Wegrzynski","startTime":3234.322,"endTime":3235.882,"body":"the introduction."},{"speaker":"Wojciech Wegrzynski","startTime":3236.182,"endTime":3238.912,"body":"Please go push him for"},{"speaker":"Wojciech Wegrzynski","startTime":3236.182,"endTime":3238.912,"body":"the things that you want."},{"speaker":"Wojciech Wegrzynski","startTime":3239.392,"endTime":3242.832,"body":"Maybe plus one on"},{"speaker":"Wojciech Wegrzynski","startTime":3239.392,"endTime":3242.832,"body":"the idea of CFast in."},{"speaker":"Wojciech Wegrzynski","startTime":3242.832,"endTime":3245.902,"body":"PyroSim I would"},{"speaker":"Wojciech Wegrzynski","startTime":3242.832,"endTime":3245.902,"body":"absolutely love that."},{"speaker":"Wojciech Wegrzynski","startTime":3245.902,"endTime":3247.612,"body":"And they will be"},{"speaker":"Wojciech Wegrzynski","startTime":3245.902,"endTime":3247.612,"body":"thrilled to have that."},{"speaker":"Wojciech Wegrzynski","startTime":3248.152,"endTime":3251.002,"body":"And plus one on the Contam"},{"speaker":"Wojciech Wegrzynski","startTime":3248.152,"endTime":3251.002,"body":"in PyroSim that's also a"},{"speaker":"Wojciech Wegrzynski","startTime":3251.032,"endTime":3253.735,"body":"great, great idea, and it"},{"speaker":"Wojciech Wegrzynski","startTime":3251.032,"endTime":3253.735,"body":"will help so many people."},{"speaker":"Wojciech Wegrzynski","startTime":3253.735,"endTime":3255.985,"body":"And so many new people"},{"speaker":"Wojciech Wegrzynski","startTime":3253.735,"endTime":3255.985,"body":"will use that too."},{"speaker":"Wojciech Wegrzynski","startTime":3256.045,"endTime":3256.345,"body":"So."},{"speaker":"Wojciech Wegrzynski","startTime":3256.945,"endTime":3258.145,"body":"Wow, great development."},{"speaker":"Wojciech Wegrzynski","startTime":3258.925,"endTime":3261.085,"body":"Anyway, I hope"},{"speaker":"Wojciech Wegrzynski","startTime":3258.925,"endTime":3261.085,"body":"you've enjoyed that."},{"speaker":"Wojciech Wegrzynski","startTime":3261.085,"endTime":3263.125,"body":"I hope you've learned"},{"speaker":"Wojciech Wegrzynski","startTime":3261.085,"endTime":3263.125,"body":"something new."},{"speaker":"Wojciech Wegrzynski","startTime":3263.125,"endTime":3266.245,"body":"I hope this episode"},{"speaker":"Wojciech Wegrzynski","startTime":3263.125,"endTime":3266.245,"body":"brought some new ideas how"},{"speaker":"Wojciech Wegrzynski","startTime":3266.275,"endTime":3267.605,"body":"you can work with your."},{"speaker":"Wojciech Wegrzynski","startTime":3267.645,"endTime":3270.135,"body":"fire engineering, modeling"},{"speaker":"Wojciech Wegrzynski","startTime":3267.645,"endTime":3270.135,"body":"projects, not only with the"},{"speaker":"Wojciech Wegrzynski","startTime":3270.135,"endTime":3272.655,"body":"tools brought by Thunderhead,"},{"speaker":"Wojciech Wegrzynski","startTime":3270.135,"endTime":3272.655,"body":"but also with all other"},{"speaker":"Wojciech Wegrzynski","startTime":3272.685,"endTime":3276.035,"body":"tools, because some concepts"},{"speaker":"Wojciech Wegrzynski","startTime":3272.685,"endTime":3276.035,"body":"are Just universally good"},{"speaker":"Wojciech Wegrzynski","startTime":3276.035,"endTime":3279.182,"body":"ideas, not really related"},{"speaker":"Wojciech Wegrzynski","startTime":3276.035,"endTime":3279.182,"body":"to a brand or a company."},{"speaker":"Wojciech Wegrzynski","startTime":3279.752,"endTime":3282.452,"body":"And yeah, that will be"},{"speaker":"Wojciech Wegrzynski","startTime":3279.752,"endTime":3282.452,"body":"it for this episode."},{"speaker":"Wojciech Wegrzynski","startTime":3282.512,"endTime":3284.072,"body":"Thank you very"},{"speaker":"Wojciech Wegrzynski","startTime":3282.512,"endTime":3284.072,"body":"much for listening."},{"speaker":"Wojciech Wegrzynski","startTime":3284.702,"endTime":3286.602,"body":"And, see you here next week."},{"speaker":"Wojciech Wegrzynski","startTime":3286.632,"endTime":3287.322,"body":"The same time."},{"speaker":"Wojciech Wegrzynski","startTime":3287.532,"endTime":3287.802,"body":"See you."},{"speaker":"Wojciech Wegrzynski","startTime":3287.832,"endTime":3288.102,"body":"Bye."}]}