{"version":"1.0.0","segments":[{"speaker":"Aaron Moncur","startTime":5.31,"endTime":8.37,"body":"This is your"},{"speaker":"Aaron Moncur","startTime":5.31,"endTime":8.37,"body":"invitation to leap ahead in your"},{"speaker":"Aaron Moncur","startTime":8.37,"endTime":11.94,"body":"engineering career. The"},{"speaker":"Aaron Moncur","startTime":8.37,"endTime":11.94,"body":"inaugural product development"},{"speaker":"Aaron Moncur","startTime":11.97,"endTime":17.55,"body":"Expo PDX. happening in Phoenix,"},{"speaker":"Aaron Moncur","startTime":11.97,"endTime":17.55,"body":"Arizona on Tuesday, May 14th,"},{"speaker":"Aaron Moncur","startTime":17.76,"endTime":22.02,"body":"2024 brings you face to face"},{"speaker":"Aaron Moncur","startTime":17.76,"endTime":22.02,"body":"with the engineering elite."},{"speaker":"Aaron Moncur","startTime":22.56,"endTime":25.71,"body":"These aren't just any speakers."},{"speaker":"Aaron Moncur","startTime":22.56,"endTime":25.71,"body":"They're the industry's highest"},{"speaker":"Aaron Moncur","startTime":25.71,"endTime":29.22,"body":"performing product development"},{"speaker":"Aaron Moncur","startTime":25.71,"endTime":29.22,"body":"engineers ready to share the"},{"speaker":"Aaron Moncur","startTime":29.22,"endTime":33.57,"body":"methods and strategies that have"},{"speaker":"Aaron Moncur","startTime":29.22,"endTime":33.57,"body":"defined their success. Imagine"},{"speaker":"Aaron Moncur","startTime":33.57,"endTime":36.66,"body":"learning design for"},{"speaker":"Aaron Moncur","startTime":33.57,"endTime":36.66,"body":"manufacturability from those"},{"speaker":"Aaron Moncur","startTime":36.66,"endTime":40.44,"body":"who've redefined it, diving deep"},{"speaker":"Aaron Moncur","startTime":36.66,"endTime":40.44,"body":"into tolerance analysis with"},{"speaker":"Aaron Moncur","startTime":40.44,"endTime":43.86,"body":"pioneers exploring novel"},{"speaker":"Aaron Moncur","startTime":40.44,"endTime":43.86,"body":"engineering applications for"},{"speaker":"Aaron Moncur","startTime":43.86,"endTime":48.24,"body":"Excel and unlocking unique 3d"},{"speaker":"Aaron Moncur","startTime":43.86,"endTime":48.24,"body":"printing strategies all in one"},{"speaker":"Aaron Moncur","startTime":48.24,"endTime":51.66,"body":"place. These high caliber"},{"speaker":"Aaron Moncur","startTime":48.24,"endTime":51.66,"body":"engineers will open their"},{"speaker":"Aaron Moncur","startTime":51.66,"endTime":56.19,"body":"playbooks offering practical"},{"speaker":"Aaron Moncur","startTime":51.66,"endTime":56.19,"body":"hands on lessons forged over"},{"speaker":"Aaron Moncur","startTime":56.19,"endTime":60.03,"body":"decades in the trenches of"},{"speaker":"Aaron Moncur","startTime":56.19,"endTime":60.03,"body":"innovation. Don't miss out on"},{"speaker":"Aaron Moncur","startTime":60.03,"endTime":63.63,"body":"this unparalleled opportunity to"},{"speaker":"Aaron Moncur","startTime":60.03,"endTime":63.63,"body":"absorb the wisdom of those"},{"speaker":"Aaron Moncur","startTime":63.63,"endTime":67.32,"body":"who've led the charge in"},{"speaker":"Aaron Moncur","startTime":63.63,"endTime":67.32,"body":"engineering breakthroughs. PDX"},{"speaker":"Aaron Moncur","startTime":67.35,"endTime":70.74,"body":"is your chance to not just meet"},{"speaker":"Aaron Moncur","startTime":67.35,"endTime":70.74,"body":"but learn directly from these"},{"speaker":"Aaron Moncur","startTime":70.74,"endTime":77.4,"body":"legends of engineering. Mark the"},{"speaker":"Aaron Moncur","startTime":70.74,"endTime":77.4,"body":"date may 14th, 2024 In Phoenix,"},{"speaker":"Aaron Moncur","startTime":77.67,"endTime":82.2,"body":"elevate your skills, ignite your"},{"speaker":"Aaron Moncur","startTime":77.67,"endTime":82.2,"body":"creativity and join a community"},{"speaker":"Aaron Moncur","startTime":82.2,"endTime":86.79,"body":"of growth minded engineering"},{"speaker":"Aaron Moncur","startTime":82.2,"endTime":86.79,"body":"professionals at PDX. Learn more"},{"speaker":"Aaron Moncur","startTime":86.79,"endTime":91.17,"body":"at Team pipeline.us forward"},{"speaker":"Aaron Moncur","startTime":86.79,"endTime":91.17,"body":"slash PDX."},{"speaker":"Aaron Moncur","startTime":107.82,"endTime":111.42,"body":"Hello, and welcome to another"},{"speaker":"Aaron Moncur","startTime":107.82,"endTime":111.42,"body":"exciting episode of The being an"},{"speaker":"Aaron Moncur","startTime":111.45,"endTime":115.71,"body":"engineer Podcast. Today we are"},{"speaker":"Aaron Moncur","startTime":111.45,"endTime":115.71,"body":"thrilled to welcome Krishna"},{"speaker":"Aaron Moncur","startTime":115.74,"endTime":121.17,"body":"Raichur a Principal Engineer at"},{"speaker":"Aaron Moncur","startTime":115.74,"endTime":121.17,"body":"SimuTech group and an ANSYS"},{"speaker":"Aaron Moncur","startTime":121.2,"endTime":125.49,"body":"certified elite channel partner."},{"speaker":"Aaron Moncur","startTime":121.2,"endTime":125.49,"body":"With a robust career spanning"},{"speaker":"Aaron Moncur","startTime":125.49,"endTime":129.06,"body":"over three decades, Krishna has"},{"speaker":"Aaron Moncur","startTime":125.49,"endTime":129.06,"body":"made significant contributions"},{"speaker":"Aaron Moncur","startTime":129.06,"endTime":132.51,"body":"to the field of engineering"},{"speaker":"Aaron Moncur","startTime":129.06,"endTime":132.51,"body":"simulation, technical support"},{"speaker":"Aaron Moncur","startTime":132.51,"endTime":136.74,"body":"and technical marketing. His"},{"speaker":"Aaron Moncur","startTime":132.51,"endTime":136.74,"body":"expertise in ANSYS products and"},{"speaker":"Aaron Moncur","startTime":136.74,"endTime":140.28,"body":"his passion for educating others"},{"speaker":"Aaron Moncur","startTime":136.74,"endTime":140.28,"body":"make him a distinguished feature"},{"speaker":"Aaron Moncur","startTime":140.4,"endTime":144.03,"body":"figure in the engineering"},{"speaker":"Aaron Moncur","startTime":140.4,"endTime":144.03,"body":"community. As we delve into"},{"speaker":"Aaron Moncur","startTime":144.03,"endTime":146.31,"body":"Krishna, his journey, we'll"},{"speaker":"Aaron Moncur","startTime":144.03,"endTime":146.31,"body":"explore his insights into"},{"speaker":"Aaron Moncur","startTime":146.31,"endTime":149.97,"body":"simulation technologies, the"},{"speaker":"Aaron Moncur","startTime":146.31,"endTime":149.97,"body":"evolution of engineering tools"},{"speaker":"Aaron Moncur","startTime":149.97,"endTime":155.55,"body":"and the impact of digital twins"},{"speaker":"Aaron Moncur","startTime":149.97,"endTime":155.55,"body":"and AI ml algorithms on the"},{"speaker":"Aaron Moncur","startTime":155.55,"endTime":158.55,"body":"industry. Krishna, thank you so"},{"speaker":"Aaron Moncur","startTime":155.55,"endTime":158.55,"body":"much for being with us today."},{"speaker":"Krishna Raichur","startTime":159.02,"endTime":160.25,"body":"Thank you for"},{"speaker":"Krishna Raichur","startTime":159.02,"endTime":160.25,"body":"having me, Aaron."},{"speaker":"Aaron Moncur","startTime":161.22,"endTime":163.62,"body":"What made you"},{"speaker":"Aaron Moncur","startTime":161.22,"endTime":163.62,"body":"decide to become an engineer?"},{"speaker":"Krishna Raichur","startTime":163.8,"endTime":166.77,"body":"Good question."},{"speaker":"Krishna Raichur","startTime":163.8,"endTime":166.77,"body":"Well, you know, growing up in"},{"speaker":"Krishna Raichur","startTime":166.77,"endTime":170.67,"body":"India, in the 70s, of course,"},{"speaker":"Krishna Raichur","startTime":166.77,"endTime":170.67,"body":"I'm dating myself right here,"},{"speaker":"Krishna Raichur","startTime":172.23,"endTime":178.29,"body":"you know, back then, you know,"},{"speaker":"Krishna Raichur","startTime":172.23,"endTime":178.29,"body":"we were kind of groomed to"},{"speaker":"Krishna Raichur","startTime":178.29,"endTime":181.77,"body":"become either a doctor or an"},{"speaker":"Krishna Raichur","startTime":178.29,"endTime":181.77,"body":"engineer, or you're considered a"},{"speaker":"Krishna Raichur","startTime":181.77,"endTime":187.35,"body":"bum kind of, you know, of"},{"speaker":"Krishna Raichur","startTime":181.77,"endTime":187.35,"body":"course, that's, that's kind of"},{"speaker":"Krishna Raichur","startTime":187.38,"endTime":189.87,"body":"tongue in cheek there. But sure,"},{"speaker":"Krishna Raichur","startTime":187.38,"endTime":189.87,"body":"you know, what I mean, it was"},{"speaker":"Krishna Raichur","startTime":189.9,"endTime":195.33,"body":"really doctor or engineer or"},{"speaker":"Krishna Raichur","startTime":189.9,"endTime":195.33,"body":"what are the main things. And,"},{"speaker":"Krishna Raichur","startTime":195.96,"endTime":200.85,"body":"you know, I was always kind of"},{"speaker":"Krishna Raichur","startTime":195.96,"endTime":200.85,"body":"fiddling around with things we"},{"speaker":"Krishna Raichur","startTime":200.85,"endTime":205.35,"body":"used to have what is known as"},{"speaker":"Krishna Raichur","startTime":200.85,"endTime":205.35,"body":"what we used to call a Meccano"},{"speaker":"Krishna Raichur","startTime":205.35,"endTime":210.3,"body":"set, think of it like a Lego"},{"speaker":"Krishna Raichur","startTime":205.35,"endTime":210.3,"body":"set, where it's more links and"},{"speaker":"Krishna Raichur","startTime":210.57,"endTime":214.14,"body":"bolts and nuts, and you could"},{"speaker":"Krishna Raichur","startTime":210.57,"endTime":214.14,"body":"put them all together to make a"},{"speaker":"Krishna Raichur","startTime":214.14,"endTime":218.43,"body":"car or a plane or, and things"},{"speaker":"Krishna Raichur","startTime":214.14,"endTime":218.43,"body":"like that, and me and my"},{"speaker":"Krishna Raichur","startTime":218.43,"endTime":222.39,"body":"cousins, we would play with the"},{"speaker":"Krishna Raichur","startTime":218.43,"endTime":222.39,"body":"mechanic all the time. We're"},{"speaker":"Krishna Raichur","startTime":222.39,"endTime":226.77,"body":"also also interested in"},{"speaker":"Krishna Raichur","startTime":222.39,"endTime":226.77,"body":"dismantling, and then assembling"},{"speaker":"Krishna Raichur","startTime":226.77,"endTime":229.68,"body":"things, you know, I had a"},{"speaker":"Krishna Raichur","startTime":226.77,"endTime":229.68,"body":"bicycle. And for no reason at"},{"speaker":"Krishna Raichur","startTime":229.68,"endTime":232.62,"body":"all, I would just dismantle the"},{"speaker":"Krishna Raichur","startTime":229.68,"endTime":232.62,"body":"whole thing and start"},{"speaker":"Krishna Raichur","startTime":232.62,"endTime":237.15,"body":"reassembling it just just for"},{"speaker":"Krishna Raichur","startTime":232.62,"endTime":237.15,"body":"the heck of it. So I guess I"},{"speaker":"Krishna Raichur","startTime":237.15,"endTime":240.93,"body":"was, you know, kind of an"},{"speaker":"Krishna Raichur","startTime":237.15,"endTime":240.93,"body":"engineer to begin with in those"},{"speaker":"Krishna Raichur","startTime":240.96,"endTime":244.35,"body":"in that way and eventually"},{"speaker":"Krishna Raichur","startTime":240.96,"endTime":244.35,"body":"started said mechanical"},{"speaker":"Krishna Raichur","startTime":244.35,"endTime":245.55,"body":"engineering is the way to go."},{"speaker":"Aaron Moncur","startTime":246.57,"endTime":249.39,"body":"Yeah, it sounds"},{"speaker":"Aaron Moncur","startTime":246.57,"endTime":249.39,"body":"like you were destined to become"},{"speaker":"Aaron Moncur","startTime":249.42,"endTime":253.32,"body":"an engineer. There was no way"},{"speaker":"Aaron Moncur","startTime":249.42,"endTime":253.32,"body":"around it. Right? It's"},{"speaker":"Aaron Moncur","startTime":253.32,"endTime":257.49,"body":"interesting hearing about in"},{"speaker":"Aaron Moncur","startTime":253.32,"endTime":257.49,"body":"India, where you are groomed. I"},{"speaker":"Aaron Moncur","startTime":257.49,"endTime":259.8,"body":"know it was kind of tongue in"},{"speaker":"Aaron Moncur","startTime":257.49,"endTime":259.8,"body":"cheek, but either to become a"},{"speaker":"Aaron Moncur","startTime":259.8,"endTime":263.91,"body":"doctor or an engineer. I feel"},{"speaker":"Aaron Moncur","startTime":259.8,"endTime":263.91,"body":"like here in the US, it's often"},{"speaker":"Aaron Moncur","startTime":263.94,"endTime":267.87,"body":"a doctor or a lawyer, an"},{"speaker":"Aaron Moncur","startTime":263.94,"endTime":267.87,"body":"engineer isn't discussed quite"},{"speaker":"Aaron Moncur","startTime":267.87,"endTime":271.05,"body":"as much. Why do you think that?"},{"speaker":"Aaron Moncur","startTime":267.87,"endTime":271.05,"body":"That was I mean, maybe a little"},{"speaker":"Aaron Moncur","startTime":271.05,"endTime":272.55,"body":"bit of speculation on your part."},{"speaker":"Krishna Raichur","startTime":273.36,"endTime":275.13,"body":"Yeah, it's"},{"speaker":"Krishna Raichur","startTime":273.36,"endTime":275.13,"body":"gonna be speculation, but"},{"speaker":"Krishna Raichur","startTime":275.13,"endTime":279.0,"body":"really, you know, back in the of"},{"speaker":"Krishna Raichur","startTime":275.13,"endTime":279.0,"body":"course, things have changed now"},{"speaker":"Krishna Raichur","startTime":279.0,"endTime":282.63,"body":"big time in India. I think"},{"speaker":"Krishna Raichur","startTime":279.0,"endTime":282.63,"body":"Doctor engineer may actually be"},{"speaker":"Krishna Raichur","startTime":282.63,"endTime":287.01,"body":"looked down upon almost, I don't"},{"speaker":"Krishna Raichur","startTime":282.63,"endTime":287.01,"body":"know for sure. Because I haven't"},{"speaker":"Krishna Raichur","startTime":287.01,"endTime":292.95,"body":"been in that society for a while"},{"speaker":"Krishna Raichur","startTime":287.01,"endTime":292.95,"body":"now. But, you know, you know,"},{"speaker":"Krishna Raichur","startTime":292.95,"endTime":300.66,"body":"back then really, law was, you"},{"speaker":"Krishna Raichur","startTime":292.95,"endTime":300.66,"body":"know, considered not the very"},{"speaker":"Krishna Raichur","startTime":301.8,"endTime":307.08,"body":"glamorous, shall we say, you"},{"speaker":"Krishna Raichur","startTime":301.8,"endTime":307.08,"body":"know, and whereas, you know,"},{"speaker":"Krishna Raichur","startTime":307.08,"endTime":311.73,"body":"doctor, always, there's always"},{"speaker":"Krishna Raichur","startTime":307.08,"endTime":311.73,"body":"glamour as a doctor, you know, I"},{"speaker":"Krishna Raichur","startTime":311.73,"endTime":314.58,"body":"don't know if glamour is the"},{"speaker":"Krishna Raichur","startTime":311.73,"endTime":314.58,"body":"right word or prestige, maybe"},{"speaker":"Krishna Raichur","startTime":314.58,"endTime":319.56,"body":"the right word or Yeah. You"},{"speaker":"Krishna Raichur","startTime":314.58,"endTime":319.56,"body":"know, and engineers, same thing,"},{"speaker":"Krishna Raichur","startTime":319.56,"endTime":323.79,"body":"you know, they were looked up"},{"speaker":"Krishna Raichur","startTime":319.56,"endTime":323.79,"body":"to, you know, engineers and so"},{"speaker":"Krishna Raichur","startTime":323.79,"endTime":328.71,"body":"on. And, and, you know, so"},{"speaker":"Krishna Raichur","startTime":323.79,"endTime":328.71,"body":"that's how that's how it was. I"},{"speaker":"Krishna Raichur","startTime":328.71,"endTime":333.72,"body":"don't know why that was the"},{"speaker":"Krishna Raichur","startTime":328.71,"endTime":333.72,"body":"case. You know, surely in this"},{"speaker":"Krishna Raichur","startTime":333.72,"endTime":336.93,"body":"country lawyers and doctors make"},{"speaker":"Krishna Raichur","startTime":333.72,"endTime":336.93,"body":"a lot of money compared to"},{"speaker":"Krishna Raichur","startTime":336.93,"endTime":341.46,"body":"engineers, but, but I think back"},{"speaker":"Krishna Raichur","startTime":336.93,"endTime":341.46,"body":"then India, you know, doctors"},{"speaker":"Krishna Raichur","startTime":341.46,"endTime":343.83,"body":"and engineers, were really the"},{"speaker":"Krishna Raichur","startTime":341.46,"endTime":343.83,"body":"ones making the money."},{"speaker":"Aaron Moncur","startTime":344.55,"endTime":348.03,"body":"Very interesting."},{"speaker":"Aaron Moncur","startTime":344.55,"endTime":348.03,"body":"Okay. Well, great. Thank you for"},{"speaker":"Aaron Moncur","startTime":348.03,"endTime":351.96,"body":"sharing that. So you are an"},{"speaker":"Aaron Moncur","startTime":348.03,"endTime":351.96,"body":"expert when it comes to"},{"speaker":"Aaron Moncur","startTime":351.99,"endTime":355.95,"body":"simulation and simulation"},{"speaker":"Aaron Moncur","startTime":351.99,"endTime":355.95,"body":"related technologies. Can you"},{"speaker":"Aaron Moncur","startTime":355.95,"endTime":359.73,"body":"share a little bit about how"},{"speaker":"Aaron Moncur","startTime":355.95,"endTime":359.73,"body":"that came to be, you know, what"},{"speaker":"Aaron Moncur","startTime":359.73,"endTime":362.82,"body":"was it that influenced you to"},{"speaker":"Aaron Moncur","startTime":359.73,"endTime":362.82,"body":"move your career in that"},{"speaker":"Aaron Moncur","startTime":362.82,"endTime":363.39,"body":"direction?"},{"speaker":"Krishna Raichur","startTime":363.9,"endTime":365.49,"body":"It's"},{"speaker":"Krishna Raichur","startTime":363.9,"endTime":365.49,"body":"interesting when I, you know, I"},{"speaker":"Krishna Raichur","startTime":365.49,"endTime":369.48,"body":"was not really exposed to finite"},{"speaker":"Krishna Raichur","startTime":365.49,"endTime":369.48,"body":"elements, until I came to the US"},{"speaker":"Krishna Raichur","startTime":369.51,"endTime":372.81,"body":"to do my master's degree in"},{"speaker":"Krishna Raichur","startTime":369.51,"endTime":372.81,"body":"mechanical engineering. I went"},{"speaker":"Krishna Raichur","startTime":372.81,"endTime":378.18,"body":"to Villanova University. And one"},{"speaker":"Krishna Raichur","startTime":372.81,"endTime":378.18,"body":"in the very first semester,"},{"speaker":"Krishna Raichur","startTime":378.18,"endTime":384.0,"body":"there was a finite element"},{"speaker":"Krishna Raichur","startTime":378.18,"endTime":384.0,"body":"course. And funny story there."},{"speaker":"Krishna Raichur","startTime":384.21,"endTime":387.66,"body":"The the, you know, here I am"},{"speaker":"Krishna Raichur","startTime":384.21,"endTime":387.66,"body":"brand new to the country still"},{"speaker":"Krishna Raichur","startTime":387.66,"endTime":390.9,"body":"trying to understand accents and"},{"speaker":"Krishna Raichur","startTime":387.66,"endTime":390.9,"body":"the American accent and"},{"speaker":"Krishna Raichur","startTime":390.9,"endTime":395.13,"body":"everything. And the professor"},{"speaker":"Krishna Raichur","startTime":390.9,"endTime":395.13,"body":"was a great guy, great"},{"speaker":"Krishna Raichur","startTime":395.13,"endTime":399.99,"body":"professor, for fun and element."},{"speaker":"Krishna Raichur","startTime":395.13,"endTime":399.99,"body":"He had this southern drawl. And"},{"speaker":"Krishna Raichur","startTime":399.99,"endTime":403.53,"body":"for the life of me, I could not"},{"speaker":"Krishna Raichur","startTime":399.99,"endTime":403.53,"body":"understand a word he was saying,"},{"speaker":"Krishna Raichur","startTime":404.67,"endTime":407.7,"body":"when he wrote on the on the"},{"speaker":"Krishna Raichur","startTime":404.67,"endTime":407.7,"body":"blackboard, I could not really"},{"speaker":"Krishna Raichur","startTime":407.7,"endTime":412.5,"body":"follow this guy, had the"},{"speaker":"Krishna Raichur","startTime":407.7,"endTime":412.5,"body":"southern drawl. And I was almost"},{"speaker":"Krishna Raichur","startTime":412.5,"endTime":416.67,"body":"sure I would flunk out of this"},{"speaker":"Krishna Raichur","startTime":412.5,"endTime":416.67,"body":"class, I was really scared. But"},{"speaker":"Krishna Raichur","startTime":417.27,"endTime":421.74,"body":"to my surprise, I did very well"},{"speaker":"Krishna Raichur","startTime":417.27,"endTime":421.74,"body":"in that class, you know, at the"},{"speaker":"Krishna Raichur","startTime":421.74,"endTime":427.08,"body":"end of the semester, and then,"},{"speaker":"Krishna Raichur","startTime":421.74,"endTime":427.08,"body":"and then this. Professor, he"},{"speaker":"Krishna Raichur","startTime":427.08,"endTime":431.01,"body":"actually introduced me to"},{"speaker":"Krishna Raichur","startTime":427.08,"endTime":431.01,"body":"introduce to us two answers at"},{"speaker":"Krishna Raichur","startTime":431.01,"endTime":435.33,"body":"that time. And of course, this"},{"speaker":"Krishna Raichur","startTime":431.01,"endTime":435.33,"body":"is way back in the mid 80s. And"},{"speaker":"Krishna Raichur","startTime":435.33,"endTime":440.49,"body":"ANSYS was still at a very, you"},{"speaker":"Krishna Raichur","startTime":435.33,"endTime":440.49,"body":"know, young age, if you will,"},{"speaker":"Krishna Raichur","startTime":440.82,"endTime":444.45,"body":"all command based and things"},{"speaker":"Krishna Raichur","startTime":440.82,"endTime":444.45,"body":"like that. He introduced us to"},{"speaker":"Krishna Raichur","startTime":444.45,"endTime":448.77,"body":"answers. And I kind of picked up"},{"speaker":"Krishna Raichur","startTime":444.45,"endTime":448.77,"body":"on it. And I got good enough"},{"speaker":"Krishna Raichur","startTime":448.77,"endTime":452.79,"body":"with all the commands that he"},{"speaker":"Krishna Raichur","startTime":448.77,"endTime":452.79,"body":"asked me to teach newer"},{"speaker":"Krishna Raichur","startTime":452.82,"endTime":456.75,"body":"students, hey, wouldn't you get"},{"speaker":"Krishna Raichur","startTime":452.82,"endTime":456.75,"body":"them up to speed with answers"},{"speaker":"Krishna Raichur","startTime":456.75,"endTime":464.19,"body":"kind of thing. And in my final"},{"speaker":"Krishna Raichur","startTime":456.75,"endTime":464.19,"body":"semester, you know, I decided to"},{"speaker":"Krishna Raichur","startTime":464.19,"endTime":467.25,"body":"do what is called an independent"},{"speaker":"Krishna Raichur","startTime":464.19,"endTime":467.25,"body":"study, which is a little bit"},{"speaker":"Krishna Raichur","startTime":467.25,"endTime":470.31,"body":"less of a commitment than a"},{"speaker":"Krishna Raichur","startTime":467.25,"endTime":470.31,"body":"thesis, write a full fledged"},{"speaker":"Krishna Raichur","startTime":470.31,"endTime":473.16,"body":"thesis. If I had to do an"},{"speaker":"Krishna Raichur","startTime":470.31,"endTime":473.16,"body":"independent study with this"},{"speaker":"Krishna Raichur","startTime":473.16,"endTime":477.42,"body":"professor, he had a particular"},{"speaker":"Krishna Raichur","startTime":473.16,"endTime":477.42,"body":"problem that he was looking to"},{"speaker":"Krishna Raichur","startTime":477.42,"endTime":481.59,"body":"solve. He said, Well, if you're"},{"speaker":"Krishna Raichur","startTime":477.42,"endTime":481.59,"body":"up to it, let's go. And so"},{"speaker":"Krishna Raichur","startTime":481.59,"endTime":486.87,"body":"that's when I started using more"},{"speaker":"Krishna Raichur","startTime":481.59,"endTime":486.87,"body":"of answers. And interestingly,"},{"speaker":"Krishna Raichur","startTime":487.59,"endTime":490.29,"body":"you know, around the time, of"},{"speaker":"Krishna Raichur","startTime":487.59,"endTime":490.29,"body":"course, I'm looking for jobs."},{"speaker":"Krishna Raichur","startTime":490.29,"endTime":493.95,"body":"And there was a, an"},{"speaker":"Krishna Raichur","startTime":490.29,"endTime":493.95,"body":"announcement, or or in the"},{"speaker":"Krishna Raichur","startTime":493.95,"endTime":497.1,"body":"bulletin board, I saw that there"},{"speaker":"Krishna Raichur","startTime":493.95,"endTime":497.1,"body":"was a technical support position"},{"speaker":"Krishna Raichur","startTime":497.13,"endTime":501.75,"body":"open at Swanson analysis"},{"speaker":"Krishna Raichur","startTime":497.13,"endTime":501.75,"body":"systems, that what ANSYS was"},{"speaker":"Krishna Raichur","startTime":501.75,"endTime":504.66,"body":"called before, it's before it"},{"speaker":"Krishna Raichur","startTime":501.75,"endTime":504.66,"body":"was called ANSYS, Incorporated."},{"speaker":"Krishna Raichur","startTime":504.66,"endTime":507.81,"body":"Now, back then, it's called"},{"speaker":"Krishna Raichur","startTime":504.66,"endTime":507.81,"body":"Swanson analysis systems. And I"},{"speaker":"Krishna Raichur","startTime":507.81,"endTime":512.37,"body":"saw this, this ad, and I applied"},{"speaker":"Krishna Raichur","startTime":507.81,"endTime":512.37,"body":"for it. And thankfully, I got a"},{"speaker":"Krishna Raichur","startTime":512.37,"endTime":516.3,"body":"job. And the rest, as they say,"},{"speaker":"Krishna Raichur","startTime":512.37,"endTime":516.3,"body":"is history itself."},{"speaker":"Aaron Moncur","startTime":516.48,"endTime":518.13,"body":"Wonderful,"},{"speaker":"Aaron Moncur","startTime":516.48,"endTime":518.13,"body":"wonderful. Well, what an"},{"speaker":"Aaron Moncur","startTime":518.13,"endTime":522.27,"body":"exciting moment, that must have"},{"speaker":"Aaron Moncur","startTime":518.13,"endTime":522.27,"body":"been as a young engineer. So"},{"speaker":"Aaron Moncur","startTime":522.27,"endTime":525.96,"body":"you've you've kind of seen a lot"},{"speaker":"Aaron Moncur","startTime":522.27,"endTime":525.96,"body":"in your career when it comes to"},{"speaker":"Aaron Moncur","startTime":526.29,"endTime":529.5,"body":"simulation and how engineers"},{"speaker":"Aaron Moncur","startTime":526.29,"endTime":529.5,"body":"work with and implement"},{"speaker":"Aaron Moncur","startTime":529.56,"endTime":533.91,"body":"simulation in their their jobs."},{"speaker":"Aaron Moncur","startTime":529.56,"endTime":533.91,"body":"What are some of the challenges"},{"speaker":"Aaron Moncur","startTime":533.91,"endTime":537.51,"body":"that you've seen engineering"},{"speaker":"Aaron Moncur","startTime":533.91,"endTime":537.51,"body":"teams teams facing when when"},{"speaker":"Aaron Moncur","startTime":537.51,"endTime":541.74,"body":"trying to implement these"},{"speaker":"Aaron Moncur","startTime":537.51,"endTime":541.74,"body":"simulation technologies into"},{"speaker":"Aaron Moncur","startTime":541.74,"endTime":545.52,"body":"workflows that maybe previously,"},{"speaker":"Aaron Moncur","startTime":541.74,"endTime":545.52,"body":"you know, were more like hand"},{"speaker":"Aaron Moncur","startTime":545.52,"endTime":549.78,"body":"calculation or maybe just"},{"speaker":"Aaron Moncur","startTime":545.52,"endTime":549.78,"body":"engineers? gut instinct?"},{"speaker":"Krishna Raichur","startTime":550.53,"endTime":553.98,"body":"Correct?"},{"speaker":"Krishna Raichur","startTime":550.53,"endTime":553.98,"body":"Actually, you know, the biggest"},{"speaker":"Krishna Raichur","startTime":553.98,"endTime":558.93,"body":"challenge, I think, is"},{"speaker":"Krishna Raichur","startTime":553.98,"endTime":558.93,"body":"resistance to change. You know,"},{"speaker":"Krishna Raichur","startTime":558.93,"endTime":562.38,"body":"kind of the way we've always"},{"speaker":"Krishna Raichur","startTime":558.93,"endTime":562.38,"body":"done it this way, type of"},{"speaker":"Krishna Raichur","startTime":562.53,"endTime":569.04,"body":"thinking, right? And there was a"},{"speaker":"Krishna Raichur","startTime":562.53,"endTime":569.04,"body":"time when the challenge was to"},{"speaker":"Krishna Raichur","startTime":569.04,"endTime":572.82,"body":"make customers aware, I'm"},{"speaker":"Krishna Raichur","startTime":569.04,"endTime":572.82,"body":"talking, you know, 90s, and"},{"speaker":"Krishna Raichur","startTime":572.82,"endTime":577.71,"body":"maybe even the early 2000s. You"},{"speaker":"Krishna Raichur","startTime":572.82,"endTime":577.71,"body":"know, the challenge was to make"},{"speaker":"Krishna Raichur","startTime":577.74,"endTime":582.09,"body":"customers aware of the benefits"},{"speaker":"Krishna Raichur","startTime":577.74,"endTime":582.09,"body":"of simulation. Okay, I want to"},{"speaker":"Krishna Raichur","startTime":582.09,"endTime":586.23,"body":"say maybe 80s and 90s. They were"},{"speaker":"Krishna Raichur","startTime":582.09,"endTime":586.23,"body":"so used to physical testing and"},{"speaker":"Krishna Raichur","startTime":586.23,"endTime":590.79,"body":"like you said, hand calculations"},{"speaker":"Krishna Raichur","startTime":586.23,"endTime":590.79,"body":"and so on, and they talk they"},{"speaker":"Krishna Raichur","startTime":590.79,"endTime":593.97,"body":"couldn't trust results from a"},{"speaker":"Krishna Raichur","startTime":590.79,"endTime":593.97,"body":"computer simulation. Of course,"},{"speaker":"Krishna Raichur","startTime":593.97,"endTime":598.53,"body":"we will come a long way from"},{"speaker":"Krishna Raichur","startTime":593.97,"endTime":598.53,"body":"then. Now most customers"},{"speaker":"Krishna Raichur","startTime":599.13,"endTime":603.24,"body":"understand the importance and"},{"speaker":"Krishna Raichur","startTime":599.13,"endTime":603.24,"body":"benefits of simulation. Now the"},{"speaker":"Krishna Raichur","startTime":603.24,"endTime":609.9,"body":"challenge is to make them have"},{"speaker":"Krishna Raichur","startTime":603.24,"endTime":609.9,"body":"simulation be more of an"},{"speaker":"Krishna Raichur","startTime":609.9,"endTime":613.71,"body":"integral part of their design"},{"speaker":"Krishna Raichur","startTime":609.9,"endTime":613.71,"body":"process rather than an"},{"speaker":"Krishna Raichur","startTime":613.86,"endTime":618.18,"body":"afterthought type thing. And"},{"speaker":"Krishna Raichur","startTime":613.86,"endTime":618.18,"body":"also moving simulation from the"},{"speaker":"Krishna Raichur","startTime":618.21,"endTime":621.36,"body":"component level to the system"},{"speaker":"Krishna Raichur","startTime":618.21,"endTime":621.36,"body":"level, you know, this component"},{"speaker":"Krishna Raichur","startTime":621.36,"endTime":625.47,"body":"may behave very well, or show"},{"speaker":"Krishna Raichur","startTime":621.36,"endTime":625.47,"body":"itself to behave very well on"},{"speaker":"Krishna Raichur","startTime":625.47,"endTime":630.72,"body":"my, you know, in isolation, but"},{"speaker":"Krishna Raichur","startTime":625.47,"endTime":630.72,"body":"when it's part of a system with"},{"speaker":"Krishna Raichur","startTime":630.75,"endTime":635.76,"body":"with other devices, you know,"},{"speaker":"Krishna Raichur","startTime":630.75,"endTime":635.76,"body":"working hand in hand with this"},{"speaker":"Krishna Raichur","startTime":635.76,"endTime":639.09,"body":"component, how is it going to"},{"speaker":"Krishna Raichur","startTime":635.76,"endTime":639.09,"body":"behave? So moving up to the"},{"speaker":"Krishna Raichur","startTime":639.09,"endTime":644.07,"body":"system level is now more of the"},{"speaker":"Krishna Raichur","startTime":639.09,"endTime":644.07,"body":"challenge? And answer says,"},{"speaker":"Krishna Raichur","startTime":644.97,"endTime":648.15,"body":"really products that can help"},{"speaker":"Krishna Raichur","startTime":644.97,"endTime":648.15,"body":"with that, and we are trying to"},{"speaker":"Krishna Raichur","startTime":648.18,"endTime":653.01,"body":"help our customers do that. So"},{"speaker":"Krishna Raichur","startTime":648.18,"endTime":653.01,"body":"really, the way to overcome"},{"speaker":"Krishna Raichur","startTime":653.01,"endTime":656.49,"body":"really, I think it boils down to"},{"speaker":"Krishna Raichur","startTime":653.01,"endTime":656.49,"body":"education, you know, showing"},{"speaker":"Krishna Raichur","startTime":656.49,"endTime":661.71,"body":"case studies teach customers to"},{"speaker":"Krishna Raichur","startTime":656.49,"endTime":661.71,"body":"do their own case study. And a"},{"speaker":"Krishna Raichur","startTime":661.71,"endTime":665.1,"body":"lot of times it's, it's not just"},{"speaker":"Krishna Raichur","startTime":661.71,"endTime":665.1,"body":"the technical part, we also need"},{"speaker":"Krishna Raichur","startTime":665.1,"endTime":669.45,"body":"to educate the finance team and"},{"speaker":"Krishna Raichur","startTime":665.1,"endTime":669.45,"body":"show them the ROI, if you will,"},{"speaker":"Krishna Raichur","startTime":669.81,"endTime":673.17,"body":"of incorporating these"},{"speaker":"Krishna Raichur","startTime":669.81,"endTime":673.17,"body":"technologies. Yeah,"},{"speaker":"Aaron Moncur","startTime":717.1600000000001,"endTime":723.19,"body":"so speaking of, of"},{"speaker":"Aaron Moncur","startTime":717.1600000000001,"endTime":723.19,"body":"case studies, can you think of a"},{"speaker":"Aaron Moncur","startTime":723.19,"endTime":728.2,"body":"project where the application of"},{"speaker":"Aaron Moncur","startTime":723.19,"endTime":728.2,"body":"ANSYS tools directly contributed"},{"speaker":"Aaron Moncur","startTime":728.2,"endTime":733.4200000000001,"body":"to, you know, a breakthrough or"},{"speaker":"Aaron Moncur","startTime":728.2,"endTime":733.4200000000001,"body":"some significant improvement in"},{"speaker":"Aaron Moncur","startTime":733.8699999999999,"endTime":737.5,"body":"the design or performance of a"},{"speaker":"Aaron Moncur","startTime":733.8699999999999,"endTime":737.5,"body":"product? Oh,"},{"speaker":"Krishna Raichur","startTime":737.5,"endTime":740.98,"body":"yeah, there."},{"speaker":"Krishna Raichur","startTime":737.5,"endTime":740.98,"body":"There are many stories along"},{"speaker":"Krishna Raichur","startTime":740.98,"endTime":745.48,"body":"those lines. But one that comes"},{"speaker":"Krishna Raichur","startTime":740.98,"endTime":745.48,"body":"to mind is one of my colleagues,"},{"speaker":"Krishna Raichur","startTime":746.02,"endTime":750.94,"body":"I was talking to him recently,"},{"speaker":"Krishna Raichur","startTime":746.02,"endTime":750.94,"body":"he worked on a CFD simulation of"},{"speaker":"Krishna Raichur","startTime":750.94,"endTime":756.04,"body":"an artificial heart. I mean,"},{"speaker":"Krishna Raichur","startTime":750.94,"endTime":756.04,"body":"this is like a total artificial"},{"speaker":"Krishna Raichur","startTime":756.04,"endTime":759.79,"body":"heart, not just one portion of"},{"speaker":"Krishna Raichur","startTime":756.04,"endTime":759.79,"body":"the heart, or like just the left"},{"speaker":"Krishna Raichur","startTime":759.79,"endTime":764.8,"body":"ventricle, or just one valve or"},{"speaker":"Krishna Raichur","startTime":759.79,"endTime":764.8,"body":"something this the entire or"},{"speaker":"Krishna Raichur","startTime":765.28,"endTime":768.6400000000001,"body":"total artificial heart, they"},{"speaker":"Krishna Raichur","startTime":765.28,"endTime":768.6400000000001,"body":"call it, it works without any"},{"speaker":"Krishna Raichur","startTime":768.6400000000001,"endTime":776.26,"body":"valves. And it stays suspended"},{"speaker":"Krishna Raichur","startTime":768.6400000000001,"endTime":776.26,"body":"with forces from magnetic forces"},{"speaker":"Krishna Raichur","startTime":776.26,"endTime":779.8599999999999,"body":"and hydrodynamic forces"},{"speaker":"Krishna Raichur","startTime":776.26,"endTime":779.8599999999999,"body":"balancing each other out. And"},{"speaker":"Krishna Raichur","startTime":779.8599999999999,"endTime":784.3299999999999,"body":"basically like our real heart,"},{"speaker":"Krishna Raichur","startTime":779.8599999999999,"endTime":784.3299999999999,"body":"it has a left impeller and the"},{"speaker":"Krishna Raichur","startTime":784.3299999999999,"endTime":787.6600000000001,"body":"right impeller in place of the"},{"speaker":"Krishna Raichur","startTime":784.3299999999999,"endTime":787.6600000000001,"body":"left ventricle and the right"},{"speaker":"Krishna Raichur","startTime":787.6600000000001,"endTime":793.69,"body":"ventricle. Now, when they tested"},{"speaker":"Krishna Raichur","startTime":787.6600000000001,"endTime":793.69,"body":"this initial device in animals,"},{"speaker":"Krishna Raichur","startTime":793.96,"endTime":798.0999999999999,"body":"they found blood clots on the"},{"speaker":"Krishna Raichur","startTime":793.96,"endTime":798.0999999999999,"body":"right impeller after about a"},{"speaker":"Krishna Raichur","startTime":798.0999999999999,"endTime":802.96,"body":"month. And there are no clocks"},{"speaker":"Krishna Raichur","startTime":798.0999999999999,"endTime":802.96,"body":"on the left impeller. So that's"},{"speaker":"Krishna Raichur","startTime":802.96,"endTime":806.6500000000001,"body":"where CFD simulations came in."},{"speaker":"Krishna Raichur","startTime":802.96,"endTime":806.6500000000001,"body":"And my colleague and his team"},{"speaker":"Krishna Raichur","startTime":807.0999999999999,"endTime":812.05,"body":"got together, they figured out"},{"speaker":"Krishna Raichur","startTime":807.0999999999999,"endTime":812.05,"body":"that the lower shear stress"},{"speaker":"Krishna Raichur","startTime":812.05,"endTime":817.1500000000001,"body":"levels on the right impeller was"},{"speaker":"Krishna Raichur","startTime":812.05,"endTime":817.1500000000001,"body":"corresponded to blood clot"},{"speaker":"Krishna Raichur","startTime":817.1500000000001,"endTime":821.56,"body":"locations. So meaning if there's"},{"speaker":"Krishna Raichur","startTime":817.1500000000001,"endTime":821.56,"body":"if the blood is just sitting"},{"speaker":"Krishna Raichur","startTime":821.56,"endTime":826.6300000000001,"body":"there, not moving much, you"},{"speaker":"Krishna Raichur","startTime":821.56,"endTime":826.6300000000001,"body":"know, tended to form plots, and"},{"speaker":"Krishna Raichur","startTime":826.6300000000001,"endTime":829.69,"body":"they found these more more and"},{"speaker":"Krishna Raichur","startTime":826.6300000000001,"endTime":829.69,"body":"more on the right impeller, none"},{"speaker":"Krishna Raichur","startTime":829.69,"endTime":833.8299999999999,"body":"on the left impeller. So"},{"speaker":"Krishna Raichur","startTime":829.69,"endTime":833.8299999999999,"body":"apparently, there's a sweet spot"},{"speaker":"Krishna Raichur","startTime":833.8299999999999,"endTime":837.8199999999999,"body":"for these shear stress levels."},{"speaker":"Krishna Raichur","startTime":833.8299999999999,"endTime":837.8199999999999,"body":"Or if it's too low, you will get"},{"speaker":"Krishna Raichur","startTime":837.8199999999999,"endTime":842.44,"body":"blood clots if it's too high, we"},{"speaker":"Krishna Raichur","startTime":837.8199999999999,"endTime":842.44,"body":"will destroy the red blood cells"},{"speaker":"Krishna Raichur","startTime":842.44,"endTime":846.31,"body":"and platelets. So it has to be"},{"speaker":"Krishna Raichur","startTime":842.44,"endTime":846.31,"body":"somewhere in between. So to get"},{"speaker":"Krishna Raichur","startTime":846.31,"endTime":850.54,"body":"that sweet spot, they used you"},{"speaker":"Krishna Raichur","startTime":846.31,"endTime":850.54,"body":"know CFD simulations,"},{"speaker":"Krishna Raichur","startTime":850.54,"endTime":854.47,"body":"computational fluid dynamics"},{"speaker":"Krishna Raichur","startTime":850.54,"endTime":854.47,"body":"simulations, to try different"},{"speaker":"Krishna Raichur","startTime":854.47,"endTime":857.71,"body":"configurations of the, you know,"},{"speaker":"Krishna Raichur","startTime":854.47,"endTime":857.71,"body":"positioning of the impeller"},{"speaker":"Krishna Raichur","startTime":857.71,"endTime":861.73,"body":"blades, the angle of those"},{"speaker":"Krishna Raichur","startTime":857.71,"endTime":861.73,"body":"blades and so on, and came up"},{"speaker":"Krishna Raichur","startTime":861.73,"endTime":865.51,"body":"with improved design. And now"},{"speaker":"Krishna Raichur","startTime":861.73,"endTime":865.51,"body":"they have conducted some"},{"speaker":"Krishna Raichur","startTime":865.51,"endTime":868.8699999999999,"body":"preliminary testing of this new"},{"speaker":"Krishna Raichur","startTime":865.51,"endTime":868.8699999999999,"body":"pump design. The good news is"},{"speaker":"Krishna Raichur","startTime":868.8699999999999,"endTime":873.4300000000001,"body":"that new pump has a more"},{"speaker":"Krishna Raichur","startTime":868.8699999999999,"endTime":873.4300000000001,"body":"efficient, right impeller"},{"speaker":"Krishna Raichur","startTime":873.4300000000001,"endTime":877.3,"body":"design, it can operate at lower"},{"speaker":"Krishna Raichur","startTime":873.4300000000001,"endTime":877.3,"body":"rotational speeds, meaning it"},{"speaker":"Krishna Raichur","startTime":877.3,"endTime":881.3800000000001,"body":"will reduce the likelihood of"},{"speaker":"Krishna Raichur","startTime":877.3,"endTime":881.3800000000001,"body":"damage to the blood, red blood"},{"speaker":"Krishna Raichur","startTime":881.3800000000001,"endTime":885.6099999999999,"body":"cells and so on. They've not yet"},{"speaker":"Krishna Raichur","startTime":881.3800000000001,"endTime":885.6099999999999,"body":"conducted enough animal"},{"speaker":"Krishna Raichur","startTime":885.6099999999999,"endTime":890.3499999999999,"body":"experiments to determine the"},{"speaker":"Krishna Raichur","startTime":885.6099999999999,"endTime":890.3499999999999,"body":"impact on the blood clots and so"},{"speaker":"Krishna Raichur","startTime":890.3499999999999,"endTime":894.46,"body":"on, but it does look promising."},{"speaker":"Krishna Raichur","startTime":890.3499999999999,"endTime":894.46,"body":"So I thought that is something"},{"speaker":"Krishna Raichur","startTime":894.46,"endTime":899.3499999999999,"body":"fantastic, you know, with the"},{"speaker":"Krishna Raichur","startTime":894.46,"endTime":899.3499999999999,"body":"heart disease and and all this"},{"speaker":"Krishna Raichur","startTime":899.3499999999999,"endTime":902.71,"body":"and artificial hearts. It's"},{"speaker":"Krishna Raichur","startTime":899.3499999999999,"endTime":902.71,"body":"something great."},{"speaker":"Aaron Moncur","startTime":902.98,"endTime":906.22,"body":"That is"},{"speaker":"Aaron Moncur","startTime":902.98,"endTime":906.22,"body":"phenomenal. What a great case"},{"speaker":"Aaron Moncur","startTime":906.22,"endTime":912.52,"body":"study. I guess I didn't realize"},{"speaker":"Aaron Moncur","startTime":906.22,"endTime":912.52,"body":"the level of I don't know what"},{"speaker":"Aaron Moncur","startTime":912.52,"endTime":916.24,"body":"the right word to you is not"},{"speaker":"Aaron Moncur","startTime":912.52,"endTime":916.24,"body":"quite fidelity, but that you"},{"speaker":"Aaron Moncur","startTime":916.24,"endTime":921.8199999999999,"body":"could simulate tissue that"},{"speaker":"Aaron Moncur","startTime":916.24,"endTime":921.8199999999999,"body":"accurately to the point where"},{"speaker":"Aaron Moncur","startTime":922.1500000000001,"endTime":925.45,"body":"the software can determine or at"},{"speaker":"Aaron Moncur","startTime":922.1500000000001,"endTime":925.45,"body":"least make indications of"},{"speaker":"Aaron Moncur","startTime":925.48,"endTime":929.29,"body":"whether blood clots are going to"},{"speaker":"Aaron Moncur","startTime":925.48,"endTime":929.29,"body":"form or not. That that is"},{"speaker":"Aaron Moncur","startTime":929.29,"endTime":930.6099999999999,"body":"fascinating. Yes,"},{"speaker":"Krishna Raichur","startTime":930.6099999999999,"endTime":932.3499999999999,"body":"that's quite a"},{"speaker":"Krishna Raichur","startTime":930.6099999999999,"endTime":932.3499999999999,"body":"challenge actually getting the"},{"speaker":"Krishna Raichur","startTime":932.3499999999999,"endTime":934.78,"body":"right material properties for"},{"speaker":"Krishna Raichur","startTime":932.3499999999999,"endTime":934.78,"body":"the tissue and so on."},{"speaker":"Krishna Raichur","startTime":934.96,"endTime":938.47,"body":"Thankfully, in this particular"},{"speaker":"Krishna Raichur","startTime":934.96,"endTime":938.47,"body":"case, this was a man made"},{"speaker":"Krishna Raichur","startTime":938.56,"endTime":943.9300000000001,"body":"artificial heart with with a"},{"speaker":"Krishna Raichur","startTime":938.56,"endTime":943.9300000000001,"body":"mortar and all the stuff so They"},{"speaker":"Krishna Raichur","startTime":943.9300000000001,"endTime":947.3499999999999,"body":"didn't have to worry so much"},{"speaker":"Krishna Raichur","startTime":943.9300000000001,"endTime":947.3499999999999,"body":"about tissue. But still you're"},{"speaker":"Krishna Raichur","startTime":947.3499999999999,"endTime":951.8199999999999,"body":"right. You know, right, once"},{"speaker":"Krishna Raichur","startTime":947.3499999999999,"endTime":951.8199999999999,"body":"it's incorporated in the in the"},{"speaker":"Krishna Raichur","startTime":951.8499999999999,"endTime":955.3599999999999,"body":"human body or in the animal"},{"speaker":"Krishna Raichur","startTime":951.8499999999999,"endTime":955.3599999999999,"body":"body, you have to model the"},{"speaker":"Krishna Raichur","startTime":955.3599999999999,"endTime":956.53,"body":"surrounding tissue as well."},{"speaker":"Unknown","startTime":957.4300000000001,"endTime":962.9200000000001,"body":"Yeah. Okay. Let's use"},{"speaker":"Unknown","startTime":957.4300000000001,"endTime":962.9200000000001,"body":"that and back up just a little"},{"speaker":"Unknown","startTime":962.9200000000001,"endTime":968.8299999999999,"body":"bit. Can you explain not getting"},{"speaker":"Unknown","startTime":962.9200000000001,"endTime":968.8299999999999,"body":"super technical here, but in as"},{"speaker":"Unknown","startTime":968.8299999999999,"endTime":973.0,"body":"basic terms as possible? What"},{"speaker":"Unknown","startTime":968.8299999999999,"endTime":973.0,"body":"what is simulation? You know,"},{"speaker":"Unknown","startTime":973.0,"endTime":976.4200000000001,"body":"for those who just have not been"},{"speaker":"Unknown","startTime":973.0,"endTime":976.4200000000001,"body":"exposed to it at all, use the"},{"speaker":"Unknown","startTime":976.4200000000001,"endTime":980.3800000000001,"body":"term CFD, computational fluid"},{"speaker":"Unknown","startTime":976.4200000000001,"endTime":980.3800000000001,"body":"dynamics, there's, there's FTA,"},{"speaker":"Unknown","startTime":980.56,"endTime":983.29,"body":"what what are these things?"},{"speaker":"Unknown","startTime":980.56,"endTime":983.29,"body":"Well, what is simulation mean?"},{"speaker":"Unknown","startTime":983.29,"endTime":984.79,"body":"And how does it work?"},{"speaker":"Krishna Raichur","startTime":985.81,"endTime":990.73,"body":"Well, it to put"},{"speaker":"Krishna Raichur","startTime":985.81,"endTime":990.73,"body":"it in very basic terms, I think"},{"speaker":"Krishna Raichur","startTime":990.73,"endTime":996.4000000000001,"body":"of simulation as virtual"},{"speaker":"Krishna Raichur","startTime":990.73,"endTime":996.4000000000001,"body":"testing. So, you know, let's say"},{"speaker":"Krishna Raichur","startTime":996.4000000000001,"endTime":1000.3299999999999,"body":"you have a design that you come"},{"speaker":"Krishna Raichur","startTime":996.4000000000001,"endTime":1000.3299999999999,"body":"up with, the traditional way"},{"speaker":"Krishna Raichur","startTime":1000.3299999999999,"endTime":1003.75,"body":"would be to make prototypes of"},{"speaker":"Krishna Raichur","startTime":1000.3299999999999,"endTime":1003.75,"body":"this design, take it into the"},{"speaker":"Krishna Raichur","startTime":1003.75,"endTime":1008.6400000000001,"body":"lab and subject it to whatever"},{"speaker":"Krishna Raichur","startTime":1003.75,"endTime":1008.6400000000001,"body":"loadings you expect it to see in"},{"speaker":"Krishna Raichur","startTime":1008.6400000000001,"endTime":1012.72,"body":"the real world, and then seeing"},{"speaker":"Krishna Raichur","startTime":1008.6400000000001,"endTime":1012.72,"body":"if it's going to withstand those"},{"speaker":"Krishna Raichur","startTime":1012.72,"endTime":1015.9000000000001,"body":"loads, and that has always been"},{"speaker":"Krishna Raichur","startTime":1012.72,"endTime":1015.9000000000001,"body":"there, and it's still going to"},{"speaker":"Krishna Raichur","startTime":1015.9000000000001,"endTime":1023.19,"body":"be there. What simulation does"},{"speaker":"Krishna Raichur","startTime":1015.9000000000001,"endTime":1023.19,"body":"is take that testing part on to"},{"speaker":"Krishna Raichur","startTime":1023.19,"endTime":1027.06,"body":"the computer, so what we do is"},{"speaker":"Krishna Raichur","startTime":1023.19,"endTime":1027.06,"body":"we create a mathematical model"},{"speaker":"Krishna Raichur","startTime":1027.42,"endTime":1031.77,"body":"of that, whatever device it is,"},{"speaker":"Krishna Raichur","startTime":1027.42,"endTime":1031.77,"body":"maybe it's a hammer, or it's a,"},{"speaker":"Krishna Raichur","startTime":1031.8,"endTime":1035.82,"body":"it's a wrench, or it's an"},{"speaker":"Krishna Raichur","startTime":1031.8,"endTime":1035.82,"body":"artificial heart, whatever it"},{"speaker":"Krishna Raichur","startTime":1035.82,"endTime":1039.96,"body":"is, that you're designing, you"},{"speaker":"Krishna Raichur","startTime":1035.82,"endTime":1039.96,"body":"will make a mathematical model"},{"speaker":"Krishna Raichur","startTime":1039.96,"endTime":1044.31,"body":"of it. And you would apply those"},{"speaker":"Krishna Raichur","startTime":1039.96,"endTime":1044.31,"body":"loads mathematically on the"},{"speaker":"Krishna Raichur","startTime":1044.31,"endTime":1048.24,"body":"computer. And there is, there is"},{"speaker":"Krishna Raichur","startTime":1044.31,"endTime":1048.24,"body":"techniques, numerical techniques"},{"speaker":"Krishna Raichur","startTime":1048.24,"endTime":1053.4,"body":"that will allow the computer to"},{"speaker":"Krishna Raichur","startTime":1048.24,"endTime":1053.4,"body":"calculate how this device"},{"speaker":"Krishna Raichur","startTime":1053.4,"endTime":1056.34,"body":"responds to those nodes. And"},{"speaker":"Krishna Raichur","startTime":1053.4,"endTime":1056.34,"body":"then you can look at it on your"},{"speaker":"Krishna Raichur","startTime":1056.34,"endTime":1059.73,"body":"computer and say, Well, you"},{"speaker":"Krishna Raichur","startTime":1056.34,"endTime":1059.73,"body":"know, in this particular"},{"speaker":"Krishna Raichur","startTime":1059.73,"endTime":1063.84,"body":"location, looks like this thing"},{"speaker":"Krishna Raichur","startTime":1059.73,"endTime":1063.84,"body":"is deflecting too much, or the"},{"speaker":"Krishna Raichur","startTime":1063.84,"endTime":1068.43,"body":"stresses are too high, or the,"},{"speaker":"Krishna Raichur","startTime":1063.84,"endTime":1068.43,"body":"or the blood is flowing too fast"},{"speaker":"Krishna Raichur","startTime":1068.43,"endTime":1071.76,"body":"here in this location, or"},{"speaker":"Krishna Raichur","startTime":1068.43,"endTime":1071.76,"body":"there's not enough blood flow"},{"speaker":"Krishna Raichur","startTime":1071.76,"endTime":1075.42,"body":"here. Whatever, you can"},{"speaker":"Krishna Raichur","startTime":1071.76,"endTime":1075.42,"body":"visualize all that on the"},{"speaker":"Krishna Raichur","startTime":1075.42,"endTime":1078.93,"body":"computer. And since you're on"},{"speaker":"Krishna Raichur","startTime":1075.42,"endTime":1078.93,"body":"the computer, you're free to"},{"speaker":"Krishna Raichur","startTime":1078.93,"endTime":1081.78,"body":"make whatever changes you want"},{"speaker":"Krishna Raichur","startTime":1078.93,"endTime":1081.78,"body":"without having to build new"},{"speaker":"Krishna Raichur","startTime":1081.78,"endTime":1085.89,"body":"things. Go back to the lab,"},{"speaker":"Krishna Raichur","startTime":1081.78,"endTime":1085.89,"body":"right? So you can try different"},{"speaker":"Krishna Raichur","startTime":1086.25,"endTime":1089.8500000000001,"body":"designs on the computer, well,"},{"speaker":"Krishna Raichur","startTime":1086.25,"endTime":1089.8500000000001,"body":"let me try repositioning this"},{"speaker":"Krishna Raichur","startTime":1089.8500000000001,"endTime":1095.55,"body":"vein, on this impeller this way"},{"speaker":"Krishna Raichur","startTime":1089.8500000000001,"endTime":1095.55,"body":"and see if how that affects the"},{"speaker":"Krishna Raichur","startTime":1095.55,"endTime":1098.6100000000001,"body":"blood flow, whatever it is,"},{"speaker":"Krishna Raichur","startTime":1095.55,"endTime":1098.6100000000001,"body":"right? So you can do those"},{"speaker":"Krishna Raichur","startTime":1098.6100000000001,"endTime":1102.42,"body":"things much faster on the"},{"speaker":"Krishna Raichur","startTime":1098.6100000000001,"endTime":1102.42,"body":"computer, and try different"},{"speaker":"Krishna Raichur","startTime":1102.42,"endTime":1106.26,"body":"designs much faster. And then"},{"speaker":"Krishna Raichur","startTime":1102.42,"endTime":1106.26,"body":"you can come to a final design."},{"speaker":"Krishna Raichur","startTime":1106.26,"endTime":1110.22,"body":"And you can say, well, this is"},{"speaker":"Krishna Raichur","startTime":1106.26,"endTime":1110.22,"body":"looking really good. Now let me"},{"speaker":"Krishna Raichur","startTime":1110.22,"endTime":1114.51,"body":"build a prototype of this one"},{"speaker":"Krishna Raichur","startTime":1110.22,"endTime":1114.51,"body":"thing, not the 20 other things"},{"speaker":"Krishna Raichur","startTime":1114.51,"endTime":1118.41,"body":"that I tried. I'll try this one"},{"speaker":"Krishna Raichur","startTime":1114.51,"endTime":1118.41,"body":"thing, and I'll build it and"},{"speaker":"Krishna Raichur","startTime":1118.41,"endTime":1122.3700000000001,"body":"I'll test it. And maybe instead"},{"speaker":"Krishna Raichur","startTime":1118.41,"endTime":1122.3700000000001,"body":"of running 20 tests, you you"},{"speaker":"Krishna Raichur","startTime":1122.3700000000001,"endTime":1126.48,"body":"just run one or two tests."},{"speaker":"Krishna Raichur","startTime":1122.3700000000001,"endTime":1126.48,"body":"That's really what simulation is"},{"speaker":"Krishna Raichur","startTime":1126.48,"endTime":1126.96,"body":"all about."},{"speaker":"Unknown","startTime":1127.95,"endTime":1131.19,"body":"And ones and zeros are"},{"speaker":"Unknown","startTime":1127.95,"endTime":1131.19,"body":"a whole lot less expensive,"},{"speaker":"Unknown","startTime":1131.22,"endTime":1135.27,"body":"generally speaking, then custom"},{"speaker":"Unknown","startTime":1131.22,"endTime":1135.27,"body":"stainless steel parts, right?"},{"speaker":"Unknown","startTime":1135.3,"endTime":1141.63,"body":"Absolutely. Absolutely. Yes."},{"speaker":"Unknown","startTime":1135.3,"endTime":1141.63,"body":"Okay, what, what are some common"},{"speaker":"Unknown","startTime":1141.63,"endTime":1145.74,"body":"misconceptions about simulation"},{"speaker":"Unknown","startTime":1141.63,"endTime":1145.74,"body":"that you encounter? And how do"},{"speaker":"Unknown","startTime":1145.74,"endTime":1147.66,"body":"you go about addressing those?"},{"speaker":"Krishna Raichur","startTime":1148.38,"endTime":1151.65,"body":"The most, I"},{"speaker":"Krishna Raichur","startTime":1148.38,"endTime":1151.65,"body":"guess the most common"},{"speaker":"Krishna Raichur","startTime":1151.65,"endTime":1161.01,"body":"misconception is that simulation"},{"speaker":"Krishna Raichur","startTime":1151.65,"endTime":1161.01,"body":"is for PhDs, you know, and that"},{"speaker":"Krishna Raichur","startTime":1161.01,"endTime":1166.02,"body":"it's difficult to learn, I need"},{"speaker":"Krishna Raichur","startTime":1161.01,"endTime":1166.02,"body":"to be a real engineering guru,"},{"speaker":"Krishna Raichur","startTime":1166.05,"endTime":1171.75,"body":"you know, a PhD to take"},{"speaker":"Krishna Raichur","startTime":1166.05,"endTime":1171.75,"body":"advantage of it. And maybe back"},{"speaker":"Krishna Raichur","startTime":1171.75,"endTime":1175.74,"body":"in the day, in the winter, when"},{"speaker":"Krishna Raichur","startTime":1171.75,"endTime":1175.74,"body":"the simulation or finite element"},{"speaker":"Krishna Raichur","startTime":1175.74,"endTime":1179.91,"body":"techniques first came about,"},{"speaker":"Krishna Raichur","startTime":1175.74,"endTime":1179.91,"body":"maybe that was the case, but not"},{"speaker":"Krishna Raichur","startTime":1179.91,"endTime":1186.1200000000001,"body":"anymore. So it's not as"},{"speaker":"Krishna Raichur","startTime":1179.91,"endTime":1186.1200000000001,"body":"difficult to learn because of"},{"speaker":"Krishna Raichur","startTime":1186.27,"endTime":1190.3500000000001,"body":"improvements in technology. The"},{"speaker":"Krishna Raichur","startTime":1186.27,"endTime":1190.3500000000001,"body":"other misconception people"},{"speaker":"Krishna Raichur","startTime":1190.3500000000001,"endTime":1195.66,"body":"typically have is that it takes"},{"speaker":"Krishna Raichur","startTime":1190.3500000000001,"endTime":1195.66,"body":"too long, you know, to not only"},{"speaker":"Krishna Raichur","startTime":1195.66,"endTime":1200.6100000000001,"body":"to learn, but also just to"},{"speaker":"Krishna Raichur","startTime":1195.66,"endTime":1200.6100000000001,"body":"implement simulation, and so on."},{"speaker":"Krishna Raichur","startTime":1201.0,"endTime":1204.93,"body":"And again, with the advances in"},{"speaker":"Krishna Raichur","startTime":1201.0,"endTime":1204.93,"body":"computer technology and so on,"},{"speaker":"Krishna Raichur","startTime":1205.26,"endTime":1210.63,"body":"that's no longer an issue. And"},{"speaker":"Krishna Raichur","startTime":1205.26,"endTime":1210.63,"body":"today, the most common"},{"speaker":"Krishna Raichur","startTime":1210.78,"endTime":1216.24,"body":"misconception we run into is,"},{"speaker":"Krishna Raichur","startTime":1210.78,"endTime":1216.24,"body":"well, I want the simulation to"},{"speaker":"Krishna Raichur","startTime":1216.69,"endTime":1220.92,"body":"replicate exactly what I'm"},{"speaker":"Krishna Raichur","startTime":1216.69,"endTime":1220.92,"body":"seeing in the lab, the test"},{"speaker":"Krishna Raichur","startTime":1220.92,"endTime":1228.3300000000002,"body":"results and you know, because in"},{"speaker":"Krishna Raichur","startTime":1220.92,"endTime":1228.3300000000002,"body":"the lab there are so many"},{"speaker":"Krishna Raichur","startTime":1230.1000000000001,"endTime":1233.8500000000001,"body":"possibilities, right? There's"},{"speaker":"Krishna Raichur","startTime":1230.1000000000001,"endTime":1233.8500000000001,"body":"the environmental conditions and"},{"speaker":"Krishna Raichur","startTime":1234.03,"endTime":1237.9,"body":"stuff like that, and all those"},{"speaker":"Krishna Raichur","startTime":1234.03,"endTime":1237.9,"body":"things are very difficult to"},{"speaker":"Krishna Raichur","startTime":1238.65,"endTime":1245.43,"body":"duplicate in a computer model."},{"speaker":"Krishna Raichur","startTime":1238.65,"endTime":1245.43,"body":"So, so it So trying to get"},{"speaker":"Krishna Raichur","startTime":1245.76,"endTime":1249.51,"body":"engineers to understand that,"},{"speaker":"Krishna Raichur","startTime":1245.76,"endTime":1249.51,"body":"hey, you know, you won't be"},{"speaker":"Krishna Raichur","startTime":1249.51,"endTime":1254.49,"body":"exactly replicating your"},{"speaker":"Krishna Raichur","startTime":1249.51,"endTime":1254.49,"body":"physical test, if you do want to"},{"speaker":"Krishna Raichur","startTime":1254.49,"endTime":1260.91,"body":"do it, it will take quite a bit"},{"speaker":"Krishna Raichur","startTime":1254.49,"endTime":1260.91,"body":"of a model to do it to, to, I"},{"speaker":"Krishna Raichur","startTime":1260.91,"endTime":1264.15,"body":"guess, duplicate the exact"},{"speaker":"Krishna Raichur","startTime":1260.91,"endTime":1264.15,"body":"conditions that you're testing"},{"speaker":"Krishna Raichur","startTime":1264.15,"endTime":1269.04,"body":"it in. So why don't you just,"},{"speaker":"Krishna Raichur","startTime":1264.15,"endTime":1269.04,"body":"you know, not worry about the"},{"speaker":"Krishna Raichur","startTime":1269.19,"endTime":1273.21,"body":"test results so much, but make"},{"speaker":"Krishna Raichur","startTime":1269.19,"endTime":1273.21,"body":"sure your model is representing"},{"speaker":"Krishna Raichur","startTime":1273.21,"endTime":1277.44,"body":"your true physical conditions as"},{"speaker":"Krishna Raichur","startTime":1273.21,"endTime":1277.44,"body":"much as possible. So I don't"},{"speaker":"Krishna Raichur","startTime":1277.44,"endTime":1279.03,"body":"know if that answers the"},{"speaker":"Krishna Raichur","startTime":1277.44,"endTime":1279.03,"body":"questions, but those are the"},{"speaker":"Krishna Raichur","startTime":1279.03,"endTime":1281.19,"body":"typical things you run into."},{"speaker":"Krishna Raichur","startTime":1279.03,"endTime":1281.19,"body":"Okay,"},{"speaker":"Aaron Moncur","startTime":1281.22,"endTime":1281.79,"body":"great."},{"speaker":"Unknown","startTime":1283.68,"endTime":1287.3400000000001,"body":"I don't know how easy"},{"speaker":"Unknown","startTime":1283.68,"endTime":1287.3400000000001,"body":"it will be to answer this next"},{"speaker":"Unknown","startTime":1287.3400000000001,"endTime":1292.5,"body":"question. Because the answer I'm"},{"speaker":"Unknown","startTime":1287.3400000000001,"endTime":1292.5,"body":"sure is, it depends. But what"},{"speaker":"Unknown","startTime":1292.5,"endTime":1298.56,"body":"kind of performance like"},{"speaker":"Unknown","startTime":1292.5,"endTime":1298.56,"body":"processing power? Does one"},{"speaker":"Unknown","startTime":1298.5900000000001,"endTime":1305.04,"body":"typically need on the computer?"},{"speaker":"Unknown","startTime":1298.5900000000001,"endTime":1305.04,"body":"The, the system they're using"},{"speaker":"Unknown","startTime":1305.04,"endTime":1310.77,"body":"for simulation? Can you get by"},{"speaker":"Unknown","startTime":1305.04,"endTime":1310.77,"body":"with, you know, a nice laptop"},{"speaker":"Unknown","startTime":1310.8,"endTime":1314.67,"body":"these days? Or? Or do you need"},{"speaker":"Unknown","startTime":1310.8,"endTime":1314.67,"body":"to have like a server farm"},{"speaker":"Unknown","startTime":1314.8500000000001,"endTime":1318.3,"body":"available to you turn to run all"},{"speaker":"Unknown","startTime":1314.8500000000001,"endTime":1318.3,"body":"of that those calculations?"},{"speaker":"Krishna Raichur","startTime":1319.23,"endTime":1323.04,"body":"It's, it's a"},{"speaker":"Krishna Raichur","startTime":1319.23,"endTime":1323.04,"body":"good question. It really can be"},{"speaker":"Krishna Raichur","startTime":1324.15,"endTime":1330.03,"body":"anywhere in between anything"},{"speaker":"Krishna Raichur","startTime":1324.15,"endTime":1330.03,"body":"from a laptop to a server farm,"},{"speaker":"Krishna Raichur","startTime":1330.42,"endTime":1335.1000000000001,"body":"and anything in between. Because"},{"speaker":"Krishna Raichur","startTime":1330.42,"endTime":1335.1000000000001,"body":"a lot of times, what happens is,"},{"speaker":"Krishna Raichur","startTime":1335.49,"endTime":1341.28,"body":"you want to start your analysis"},{"speaker":"Krishna Raichur","startTime":1335.49,"endTime":1341.28,"body":"with simple small models, just"},{"speaker":"Krishna Raichur","startTime":1341.28,"endTime":1346.77,"body":"to prove out the fact that my"},{"speaker":"Krishna Raichur","startTime":1341.28,"endTime":1346.77,"body":"model is behaving as it's"},{"speaker":"Krishna Raichur","startTime":1346.77,"endTime":1351.3,"body":"supposed to. And so for that,"},{"speaker":"Krishna Raichur","startTime":1346.77,"endTime":1351.3,"body":"you don't need a server farm"},{"speaker":"Krishna Raichur","startTime":1351.3,"endTime":1357.93,"body":"your laptop, we'll do with some,"},{"speaker":"Krishna Raichur","startTime":1351.3,"endTime":1357.93,"body":"you know, not your maybe not a"},{"speaker":"Krishna Raichur","startTime":1357.93,"endTime":1361.89,"body":"home laptop, maybe, but a little"},{"speaker":"Krishna Raichur","startTime":1357.93,"endTime":1361.89,"body":"bit more of a, you know, more of"},{"speaker":"Krishna Raichur","startTime":1361.89,"endTime":1366.45,"body":"a power in your laptop, in terms"},{"speaker":"Krishna Raichur","startTime":1361.89,"endTime":1366.45,"body":"of memory, and so on. But a"},{"speaker":"Krishna Raichur","startTime":1366.45,"endTime":1370.71,"body":"laptop should do for a lot of"},{"speaker":"Krishna Raichur","startTime":1366.45,"endTime":1370.71,"body":"the basic, simple analysis. But"},{"speaker":"Krishna Raichur","startTime":1370.77,"endTime":1376.56,"body":"But today, what's happening with"},{"speaker":"Krishna Raichur","startTime":1370.77,"endTime":1376.56,"body":"this trend today is to model not"},{"speaker":"Krishna Raichur","startTime":1376.56,"endTime":1381.21,"body":"just a single component, but an"},{"speaker":"Krishna Raichur","startTime":1376.56,"endTime":1381.21,"body":"entire assembly, an entire"},{"speaker":"Krishna Raichur","startTime":1381.21,"endTime":1384.99,"body":"machine, for example, not just"},{"speaker":"Krishna Raichur","startTime":1381.21,"endTime":1384.99,"body":"one component of a machine. So"},{"speaker":"Krishna Raichur","startTime":1385.3200000000002,"endTime":1388.6200000000001,"body":"if you want to do that, now, of"},{"speaker":"Krishna Raichur","startTime":1385.3200000000002,"endTime":1388.6200000000001,"body":"course, you need more horsepower"},{"speaker":"Krishna Raichur","startTime":1388.95,"endTime":1392.79,"body":"to do that. And that's where we"},{"speaker":"Krishna Raichur","startTime":1388.95,"endTime":1392.79,"body":"get into server farms and so on."},{"speaker":"Krishna Raichur","startTime":1393.1200000000001,"endTime":1396.51,"body":"And the other thing is, it also"},{"speaker":"Krishna Raichur","startTime":1393.1200000000001,"endTime":1396.51,"body":"depends on the type of physics"},{"speaker":"Krishna Raichur","startTime":1396.51,"endTime":1400.89,"body":"you're solving. If you're"},{"speaker":"Krishna Raichur","startTime":1396.51,"endTime":1400.89,"body":"solving a computational fluid"},{"speaker":"Krishna Raichur","startTime":1400.89,"endTime":1405.0900000000001,"body":"dynamics problem like that blood"},{"speaker":"Krishna Raichur","startTime":1400.89,"endTime":1405.0900000000001,"body":"flow we were talking about"},{"speaker":"Krishna Raichur","startTime":1405.1200000000001,"endTime":1409.68,"body":"earlier, you'll probably need"},{"speaker":"Krishna Raichur","startTime":1405.1200000000001,"endTime":1409.68,"body":"more horsepower than if you're"},{"speaker":"Krishna Raichur","startTime":1409.68,"endTime":1415.44,"body":"modeling, you know, maybe a"},{"speaker":"Krishna Raichur","startTime":1409.68,"endTime":1415.44,"body":"wrench or a hammer or something"},{"speaker":"Krishna Raichur","startTime":1415.44,"endTime":1419.1000000000001,"body":"like that. It may take lesser"},{"speaker":"Krishna Raichur","startTime":1415.44,"endTime":1419.1000000000001,"body":"compute computational power. So"},{"speaker":"Krishna Raichur","startTime":1419.46,"endTime":1422.04,"body":"it depends on the physics that"},{"speaker":"Krishna Raichur","startTime":1419.46,"endTime":1422.04,"body":"you're solving as well."},{"speaker":"Unknown","startTime":1422.3400000000001,"endTime":1426.0,"body":"Okay, fair enough."},{"speaker":"Unknown","startTime":1422.3400000000001,"endTime":1426.0,"body":"Yeah. Well, let me take a short"},{"speaker":"Unknown","startTime":1426.0,"endTime":1428.88,"body":"break here and share with the"},{"speaker":"Unknown","startTime":1426.0,"endTime":1428.88,"body":"listeners that our company"},{"speaker":"Unknown","startTime":1429.0,"endTime":1433.02,"body":"pipeline design and engineering,"},{"speaker":"Unknown","startTime":1429.0,"endTime":1433.02,"body":"we develop new and innovative"},{"speaker":"Unknown","startTime":1433.02,"endTime":1436.98,"body":"manufacturing processes for"},{"speaker":"Unknown","startTime":1433.02,"endTime":1436.98,"body":"complex products, and then"},{"speaker":"Unknown","startTime":1436.98,"endTime":1440.25,"body":"implement them into manual"},{"speaker":"Unknown","startTime":1436.98,"endTime":1440.25,"body":"fixtures or fully automated"},{"speaker":"Unknown","startTime":1440.28,"endTime":1444.48,"body":"machines to dramatically reduced"},{"speaker":"Unknown","startTime":1440.28,"endTime":1444.48,"body":"production costs and improved"},{"speaker":"Unknown","startTime":1444.48,"endTime":1448.05,"body":"production yields for OEMs."},{"speaker":"Unknown","startTime":1444.48,"endTime":1448.05,"body":"Today, we have the privilege of"},{"speaker":"Unknown","startTime":1448.05,"endTime":1452.97,"body":"speaking with Krishna Raichur."},{"speaker":"Unknown","startTime":1448.05,"endTime":1452.97,"body":"Krishna, can you explain the"},{"speaker":"Unknown","startTime":1453.0,"endTime":1458.91,"body":"concept of digital twins and how"},{"speaker":"Unknown","startTime":1453.0,"endTime":1458.91,"body":"they're used in engineering"},{"speaker":"Unknown","startTime":1458.91,"endTime":1459.93,"body":"these days? Yeah,"},{"speaker":"Krishna Raichur","startTime":1459.96,"endTime":1461.94,"body":"you know,"},{"speaker":"Krishna Raichur","startTime":1459.96,"endTime":1461.94,"body":"different people have different"},{"speaker":"Krishna Raichur","startTime":1461.97,"endTime":1466.8,"body":"definitions of a digital twin."},{"speaker":"Krishna Raichur","startTime":1461.97,"endTime":1466.8,"body":"Some people say my final model"},{"speaker":"Krishna Raichur","startTime":1466.8300000000002,"endTime":1473.3400000000001,"body":"is a digital twin. But you know,"},{"speaker":"Krishna Raichur","startTime":1466.8300000000002,"endTime":1473.3400000000001,"body":"where the way answers defines a"},{"speaker":"Krishna Raichur","startTime":1474.3300000000002,"endTime":1479.64,"body":"digital twin is, it's a"},{"speaker":"Krishna Raichur","startTime":1474.3300000000002,"endTime":1479.64,"body":"combination of a physical device"},{"speaker":"Krishna Raichur","startTime":1479.7,"endTime":1483.81,"body":"or asset, with a simulation"},{"speaker":"Krishna Raichur","startTime":1479.7,"endTime":1483.81,"body":"model. So for example, think of"},{"speaker":"Krishna Raichur","startTime":1483.81,"endTime":1489.63,"body":"a critical component, like an"},{"speaker":"Krishna Raichur","startTime":1483.81,"endTime":1489.63,"body":"engine or a pump, what we do is"},{"speaker":"Krishna Raichur","startTime":1489.63,"endTime":1495.39,"body":"we put some sensors on it that"},{"speaker":"Krishna Raichur","startTime":1489.63,"endTime":1495.39,"body":"can measure information that's"},{"speaker":"Krishna Raichur","startTime":1495.63,"endTime":1498.6000000000001,"body":"happening in real time, like"},{"speaker":"Krishna Raichur","startTime":1495.63,"endTime":1498.6000000000001,"body":"maybe the temperature or"},{"speaker":"Krishna Raichur","startTime":1498.6000000000001,"endTime":1502.38,"body":"humidity, or the movement, or"},{"speaker":"Krishna Raichur","startTime":1498.6000000000001,"endTime":1502.38,"body":"whatever it is, you want to"},{"speaker":"Krishna Raichur","startTime":1502.38,"endTime":1505.65,"body":"measure acceleration, whatever"},{"speaker":"Krishna Raichur","startTime":1502.38,"endTime":1505.65,"body":"it is, you want to measure, you"},{"speaker":"Krishna Raichur","startTime":1505.65,"endTime":1508.95,"body":"put some sensors on it. And then"},{"speaker":"Krishna Raichur","startTime":1505.65,"endTime":1508.95,"body":"of course, you build a computer"},{"speaker":"Krishna Raichur","startTime":1508.95,"endTime":1513.54,"body":"model, a finite element model of"},{"speaker":"Krishna Raichur","startTime":1508.95,"endTime":1513.54,"body":"that same device on your"},{"speaker":"Krishna Raichur","startTime":1513.54,"endTime":1520.6200000000001,"body":"computer. Right now, what the"},{"speaker":"Krishna Raichur","startTime":1513.54,"endTime":1520.6200000000001,"body":"digital twin concept is, in the"},{"speaker":"Krishna Raichur","startTime":1520.6200000000001,"endTime":1526.5,"body":"computer model is getting real"},{"speaker":"Krishna Raichur","startTime":1520.6200000000001,"endTime":1526.5,"body":"time data from these sensors."},{"speaker":"Krishna Raichur","startTime":1527.01,"endTime":1531.69,"body":"And, you know, churning out"},{"speaker":"Krishna Raichur","startTime":1527.01,"endTime":1531.69,"body":"results very, very quickly."},{"speaker":"Krishna Raichur","startTime":1531.72,"endTime":1535.05,"body":"These are models that are"},{"speaker":"Krishna Raichur","startTime":1531.72,"endTime":1535.05,"body":"designed to run in seconds."},{"speaker":"Krishna Raichur","startTime":1535.38,"endTime":1539.6100000000001,"body":"Okay, we call them reduced order"},{"speaker":"Krishna Raichur","startTime":1535.38,"endTime":1539.6100000000001,"body":"models, and they're designed to"},{"speaker":"Krishna Raichur","startTime":1539.6100000000001,"endTime":1543.45,"body":"run in seconds that get the"},{"speaker":"Krishna Raichur","startTime":1539.6100000000001,"endTime":1543.45,"body":"information from the sensors"},{"speaker":"Krishna Raichur","startTime":1543.99,"endTime":1546.69,"body":"What the current temperature is,"},{"speaker":"Krishna Raichur","startTime":1543.99,"endTime":1546.69,"body":"what the humidity level is,"},{"speaker":"Krishna Raichur","startTime":1546.69,"endTime":1550.1100000000001,"body":"whatever it is information that"},{"speaker":"Krishna Raichur","startTime":1546.69,"endTime":1550.1100000000001,"body":"your model needs, it gets that"},{"speaker":"Krishna Raichur","startTime":1550.29,"endTime":1555.8400000000001,"body":"spits out the performance"},{"speaker":"Krishna Raichur","startTime":1550.29,"endTime":1555.8400000000001,"body":"parameters of your device in"},{"speaker":"Krishna Raichur","startTime":1555.8400000000001,"endTime":1560.13,"body":"real time, and then the engineer"},{"speaker":"Krishna Raichur","startTime":1555.8400000000001,"endTime":1560.13,"body":"can decide based on the results,"},{"speaker":"Krishna Raichur","startTime":1560.25,"endTime":1564.6000000000001,"body":"hey, you know, is this"},{"speaker":"Krishna Raichur","startTime":1560.25,"endTime":1564.6000000000001,"body":"overheating, do I need to maybe"},{"speaker":"Krishna Raichur","startTime":1564.8400000000001,"endTime":1570.72,"body":"stop this pump or this engine,"},{"speaker":"Krishna Raichur","startTime":1564.8400000000001,"endTime":1570.72,"body":"you know, in a short while, so I"},{"speaker":"Krishna Raichur","startTime":1570.72,"endTime":1575.0700000000002,"body":"can do some maintenance work on"},{"speaker":"Krishna Raichur","startTime":1570.72,"endTime":1575.0700000000002,"body":"it, rather than waiting for"},{"speaker":"Krishna Raichur","startTime":1575.0700000000002,"endTime":1579.45,"body":"things to fail, and then you get"},{"speaker":"Krishna Raichur","startTime":1575.0700000000002,"endTime":1579.45,"body":"into expensive repairs and"},{"speaker":"Krishna Raichur","startTime":1579.45,"endTime":1584.46,"body":"shutdowns and all this stuff. So"},{"speaker":"Krishna Raichur","startTime":1579.45,"endTime":1584.46,"body":"it helps with that real time."},{"speaker":"Krishna Raichur","startTime":1585.78,"endTime":1591.06,"body":"You know, simulation based on"},{"speaker":"Krishna Raichur","startTime":1585.78,"endTime":1591.06,"body":"real time data, okay."},{"speaker":"Unknown","startTime":1591.3600000000001,"endTime":1594.1200000000001,"body":"And it also serves as"},{"speaker":"Unknown","startTime":1591.3600000000001,"endTime":1594.1200000000001,"body":"kind of a secondary check,"},{"speaker":"Unknown","startTime":1594.1200000000001,"endTime":1597.18,"body":"right? I mean, if you have a"},{"speaker":"Unknown","startTime":1594.1200000000001,"endTime":1597.18,"body":"physical part and you test it,"},{"speaker":"Unknown","startTime":1597.18,"endTime":1601.6200000000001,"body":"you get some results. And then"},{"speaker":"Unknown","startTime":1597.18,"endTime":1601.6200000000001,"body":"you test that same digital twin"},{"speaker":"Unknown","startTime":1601.6200000000001,"endTime":1604.95,"body":"within a simulation environment,"},{"speaker":"Unknown","startTime":1601.6200000000001,"endTime":1604.95,"body":"and you get different results."},{"speaker":"Unknown","startTime":1605.22,"endTime":1608.13,"body":"Now all of a sudden, you have a"},{"speaker":"Unknown","startTime":1605.22,"endTime":1608.13,"body":"pause, right? A Hold on,"},{"speaker":"Unknown","startTime":1608.13,"endTime":1611.52,"body":"something's not right here,"},{"speaker":"Unknown","startTime":1608.13,"endTime":1611.52,"body":"whether it was a mistake in the"},{"speaker":"Unknown","startTime":1611.52,"endTime":1614.22,"body":"test and the physical part, or"},{"speaker":"Unknown","startTime":1611.52,"endTime":1614.22,"body":"maybe the boundary conditions in"},{"speaker":"Unknown","startTime":1614.22,"endTime":1616.92,"body":"the simulation were set up"},{"speaker":"Unknown","startTime":1614.22,"endTime":1616.92,"body":"incorrectly, but it gives you"},{"speaker":"Unknown","startTime":1616.92,"endTime":1620.67,"body":"kind of a, like a backup test,"},{"speaker":"Unknown","startTime":1616.92,"endTime":1620.67,"body":"just to make sure, especially on"},{"speaker":"Unknown","startTime":1620.67,"endTime":1624.63,"body":"mission critical parts that the"},{"speaker":"Unknown","startTime":1620.67,"endTime":1624.63,"body":"test data you're seeing is in"},{"speaker":"Unknown","startTime":1624.63,"endTime":1628.98,"body":"fact, accurate and reliable test"},{"speaker":"Unknown","startTime":1624.63,"endTime":1628.98,"body":"data. Is that correct? That is"},{"speaker":"Krishna Raichur","startTime":1629.01,"endTime":1630.9,"body":"That is"},{"speaker":"Krishna Raichur","startTime":1629.01,"endTime":1630.9,"body":"correct. Absolutely correct. So"},{"speaker":"Krishna Raichur","startTime":1631.0800000000002,"endTime":1634.29,"body":"So what they do with these, you"},{"speaker":"Krishna Raichur","startTime":1631.0800000000002,"endTime":1634.29,"body":"know, I mentioned reduced order"},{"speaker":"Krishna Raichur","startTime":1634.29,"endTime":1639.21,"body":"models that spit out answers in"},{"speaker":"Krishna Raichur","startTime":1634.29,"endTime":1639.21,"body":"seconds. What they do is they"},{"speaker":"Krishna Raichur","startTime":1639.27,"endTime":1643.2,"body":"tweak these models to make sure"},{"speaker":"Krishna Raichur","startTime":1639.27,"endTime":1643.2,"body":"that it is as close to the"},{"speaker":"Krishna Raichur","startTime":1643.3500000000001,"endTime":1645.51,"body":"physical asset as possible."},{"speaker":"Unknown","startTime":1646.23,"endTime":1651.0,"body":"Nice, okay. I certainly"},{"speaker":"Unknown","startTime":1646.23,"endTime":1651.0,"body":"am no expert when it comes to"},{"speaker":"Unknown","startTime":1651.0,"endTime":1655.26,"body":"simulation. But I've dabbled"},{"speaker":"Unknown","startTime":1651.0,"endTime":1655.26,"body":"with very, very basic, you know,"},{"speaker":"Unknown","startTime":1655.26,"endTime":1660.69,"body":"static simulations. And I know"},{"speaker":"Unknown","startTime":1655.26,"endTime":1660.69,"body":"some people who that's what they"},{"speaker":"Unknown","startTime":1660.69,"endTime":1663.6000000000001,"body":"do for their job is simulation"},{"speaker":"Unknown","startTime":1660.69,"endTime":1663.6000000000001,"body":"work. And so I've had a few"},{"speaker":"Unknown","startTime":1663.6000000000001,"endTime":1666.48,"body":"conversations about this. And"},{"speaker":"Unknown","startTime":1663.6000000000001,"endTime":1666.48,"body":"what I've what I've gleaned is"},{"speaker":"Unknown","startTime":1666.48,"endTime":1672.1200000000001,"body":"that simulations with"},{"speaker":"Unknown","startTime":1666.48,"endTime":1672.1200000000001,"body":"specifically FDA I'm talking"},{"speaker":"Unknown","startTime":1672.1200000000001,"endTime":1675.9,"body":"about, I have, I don't know"},{"speaker":"Unknown","startTime":1672.1200000000001,"endTime":1675.9,"body":"anything really about CFD. But"},{"speaker":"Unknown","startTime":1676.05,"endTime":1682.02,"body":"with when it comes to FDA,"},{"speaker":"Unknown","startTime":1676.05,"endTime":1682.02,"body":"simulating metals can be easier."},{"speaker":"Unknown","startTime":1682.02,"endTime":1684.69,"body":"And the results can be more"},{"speaker":"Unknown","startTime":1682.02,"endTime":1684.69,"body":"straightforward than simulating"},{"speaker":"Unknown","startTime":1684.9,"endTime":1688.1100000000001,"body":"plastics. Is that generally the"},{"speaker":"Unknown","startTime":1684.9,"endTime":1688.1100000000001,"body":"case?"},{"speaker":"Krishna Raichur","startTime":1688.3500000000001,"endTime":1693.48,"body":"Yes, and no, if"},{"speaker":"Krishna Raichur","startTime":1688.3500000000001,"endTime":1693.48,"body":"I may say so. And what I mean by"},{"speaker":"Krishna Raichur","startTime":1693.48,"endTime":1698.22,"body":"that is, from an actual"},{"speaker":"Krishna Raichur","startTime":1693.48,"endTime":1698.22,"body":"underlying technology"},{"speaker":"Krishna Raichur","startTime":1698.22,"endTime":1703.77,"body":"standpoint, metal, metal finite"},{"speaker":"Krishna Raichur","startTime":1698.22,"endTime":1703.77,"body":"element models will be the same"},{"speaker":"Krishna Raichur","startTime":1703.77,"endTime":1708.3600000000001,"body":"as plastic phenolic models, the"},{"speaker":"Krishna Raichur","startTime":1703.77,"endTime":1708.3600000000001,"body":"difference, the tough part is"},{"speaker":"Krishna Raichur","startTime":1708.39,"endTime":1713.64,"body":"because there are so many"},{"speaker":"Krishna Raichur","startTime":1708.39,"endTime":1713.64,"body":"varieties of plastics, right,"},{"speaker":"Krishna Raichur","startTime":1714.0900000000001,"endTime":1720.78,"body":"getting the material properties"},{"speaker":"Krishna Raichur","startTime":1714.0900000000001,"endTime":1720.78,"body":"of a plastic characterized, is a"},{"speaker":"Krishna Raichur","startTime":1720.78,"endTime":1724.23,"body":"little bit more of a challenge"},{"speaker":"Krishna Raichur","startTime":1720.78,"endTime":1724.23,"body":"compared to metal, because"},{"speaker":"Krishna Raichur","startTime":1724.23,"endTime":1728.97,"body":"metals have been around for a"},{"speaker":"Krishna Raichur","startTime":1724.23,"endTime":1728.97,"body":"long time, and people have, you"},{"speaker":"Krishna Raichur","startTime":1728.97,"endTime":1733.89,"body":"know, years and years of test"},{"speaker":"Krishna Raichur","startTime":1728.97,"endTime":1733.89,"body":"data that they can come back to"},{"speaker":"Krishna Raichur","startTime":1733.89,"endTime":1738.3300000000002,"body":"and rely on saying, Well, I'm"},{"speaker":"Krishna Raichur","startTime":1733.89,"endTime":1738.3300000000002,"body":"using stainless steel 300,"},{"speaker":"Krishna Raichur","startTime":1780.2,"endTime":1783.32,"body":"whatever it is, and I know these"},{"speaker":"Krishna Raichur","startTime":1780.2,"endTime":1783.32,"body":"are the material properties."},{"speaker":"Krishna Raichur","startTime":1783.98,"endTime":1790.76,"body":"With plastics, it can be, it can"},{"speaker":"Krishna Raichur","startTime":1783.98,"endTime":1790.76,"body":"be so varied, you know. And so"},{"speaker":"Krishna Raichur","startTime":1791.57,"endTime":1796.28,"body":"the it's what is the challenge"},{"speaker":"Krishna Raichur","startTime":1791.57,"endTime":1796.28,"body":"is really the characterizing the"},{"speaker":"Krishna Raichur","startTime":1796.28,"endTime":1800.1499999999999,"body":"material properties of a"},{"speaker":"Krishna Raichur","startTime":1796.28,"endTime":1800.1499999999999,"body":"plastic. If you have, if you can"},{"speaker":"Krishna Raichur","startTime":1800.1499999999999,"endTime":1804.1399999999999,"body":"characterize the material, well,"},{"speaker":"Krishna Raichur","startTime":1800.1499999999999,"endTime":1804.1399999999999,"body":"then, you know, you're finding"},{"speaker":"Krishna Raichur","startTime":1804.1399999999999,"endTime":1808.19,"body":"our model will will predict the"},{"speaker":"Krishna Raichur","startTime":1804.1399999999999,"endTime":1808.19,"body":"correct answers."},{"speaker":"Unknown","startTime":1808.28,"endTime":1812.09,"body":"Okay. Okay. How about"},{"speaker":"Unknown","startTime":1808.28,"endTime":1812.09,"body":"can you explain the difference,"},{"speaker":"Unknown","startTime":1812.12,"endTime":1818.12,"body":"again, within the context of FTA"},{"speaker":"Unknown","startTime":1812.12,"endTime":1818.12,"body":"between a static simulation and"},{"speaker":"Unknown","startTime":1818.12,"endTime":1820.1299999999999,"body":"a dynamic simulation?"},{"speaker":"Krishna Raichur","startTime":1821.21,"endTime":1825.71,"body":"All right. So a"},{"speaker":"Krishna Raichur","startTime":1821.21,"endTime":1825.71,"body":"good way to think about it is"},{"speaker":"Krishna Raichur","startTime":1826.28,"endTime":1831.47,"body":"think of a diver standing at the"},{"speaker":"Krishna Raichur","startTime":1826.28,"endTime":1831.47,"body":"end of a diving board just"},{"speaker":"Krishna Raichur","startTime":1831.47,"endTime":1836.12,"body":"standing still. Okay, obviously,"},{"speaker":"Krishna Raichur","startTime":1831.47,"endTime":1836.12,"body":"the weight of the diver is going"},{"speaker":"Krishna Raichur","startTime":1836.12,"endTime":1842.12,"body":"to, you know, bend that, that"},{"speaker":"Krishna Raichur","startTime":1836.12,"endTime":1842.12,"body":"diving board somewhat, right."},{"speaker":"Krishna Raichur","startTime":1842.69,"endTime":1850.01,"body":"And so that to calculate the"},{"speaker":"Krishna Raichur","startTime":1842.69,"endTime":1850.01,"body":"deflection and the stresses in"},{"speaker":"Krishna Raichur","startTime":1850.01,"endTime":1854.75,"body":"those in that diving board, with"},{"speaker":"Krishna Raichur","startTime":1850.01,"endTime":1854.75,"body":"this person standing still at"},{"speaker":"Krishna Raichur","startTime":1854.75,"endTime":1857.8999999999999,"body":"the end of the diving board,"},{"speaker":"Krishna Raichur","startTime":1854.75,"endTime":1857.8999999999999,"body":"that will be a static analysis."},{"speaker":"Krishna Raichur","startTime":1858.6499999999999,"endTime":1863.51,"body":"Now, let's say this diver is"},{"speaker":"Krishna Raichur","startTime":1858.6499999999999,"endTime":1863.51,"body":"jumping. Before he takes the"},{"speaker":"Krishna Raichur","startTime":1863.51,"endTime":1867.86,"body":"dive, he or she takes the dive,"},{"speaker":"Krishna Raichur","startTime":1863.51,"endTime":1867.86,"body":"let's say this diver is jumping"},{"speaker":"Krishna Raichur","startTime":1867.8899999999999,"endTime":1871.94,"body":"up and down on this diving"},{"speaker":"Krishna Raichur","startTime":1867.8899999999999,"endTime":1871.94,"body":"board. Now you can imagine this"},{"speaker":"Krishna Raichur","startTime":1871.94,"endTime":1877.82,"body":"diving board kind of vibrating"},{"speaker":"Krishna Raichur","startTime":1871.94,"endTime":1877.82,"body":"up and down right? And then the"},{"speaker":"Krishna Raichur","startTime":1877.82,"endTime":1882.56,"body":"person hits the diving board and"},{"speaker":"Krishna Raichur","startTime":1877.82,"endTime":1882.56,"body":"then leaps into the water. Well,"},{"speaker":"Krishna Raichur","startTime":1882.6499999999999,"endTime":1887.84,"body":"if you now want to calculate the"},{"speaker":"Krishna Raichur","startTime":1882.6499999999999,"endTime":1887.84,"body":"How this whether this diving"},{"speaker":"Krishna Raichur","startTime":1887.84,"endTime":1892.3999999999999,"body":"board can withstand that type of"},{"speaker":"Krishna Raichur","startTime":1887.84,"endTime":1892.3999999999999,"body":"a load this person jumping up"},{"speaker":"Krishna Raichur","startTime":1892.3999999999999,"endTime":1896.06,"body":"and down, a static analysis is"},{"speaker":"Krishna Raichur","startTime":1892.3999999999999,"endTime":1896.06,"body":"not going to be sufficient. You"},{"speaker":"Krishna Raichur","startTime":1896.06,"endTime":1901.46,"body":"need a dynamic analysis, because"},{"speaker":"Krishna Raichur","startTime":1896.06,"endTime":1901.46,"body":"there's the inertia of this"},{"speaker":"Krishna Raichur","startTime":1901.46,"endTime":1905.24,"body":"person going up and down, you"},{"speaker":"Krishna Raichur","startTime":1901.46,"endTime":1905.24,"body":"know, that's going to be taken"},{"speaker":"Krishna Raichur","startTime":1905.24,"endTime":1909.2,"body":"into account, which a static"},{"speaker":"Krishna Raichur","startTime":1905.24,"endTime":1909.2,"body":"analysis does not. I guess"},{"speaker":"Krishna Raichur","startTime":1909.2,"endTime":1911.99,"body":"that's the best way. simplest"},{"speaker":"Krishna Raichur","startTime":1909.2,"endTime":1911.99,"body":"way I can explain it."},{"speaker":"Unknown","startTime":1912.3799999999999,"endTime":1917.6299999999999,"body":"Perfect explanation."},{"speaker":"Unknown","startTime":1912.3799999999999,"endTime":1917.6299999999999,"body":"Thank you. Oh, I had a question"},{"speaker":"Unknown","startTime":1917.6299999999999,"endTime":1922.94,"body":"in mind, and I just lost it, was"},{"speaker":"Unknown","startTime":1917.6299999999999,"endTime":1922.94,"body":"it? It'll come back to me? Well,"},{"speaker":"Unknown","startTime":1922.94,"endTime":1926.69,"body":"what's what's one piece of"},{"speaker":"Unknown","startTime":1922.94,"endTime":1926.69,"body":"technical advice that you often"},{"speaker":"Unknown","startTime":1926.69,"endTime":1929.96,"body":"give that you wish more"},{"speaker":"Unknown","startTime":1926.69,"endTime":1929.96,"body":"engineers would implement into"},{"speaker":"Unknown","startTime":1929.96,"endTime":1930.95,"body":"their daily work?"},{"speaker":"Krishna Raichur","startTime":1931.4299999999998,"endTime":1935.96,"body":"Well, the most"},{"speaker":"Krishna Raichur","startTime":1931.4299999999998,"endTime":1935.96,"body":"common one that I give and my"},{"speaker":"Krishna Raichur","startTime":1935.96,"endTime":1940.85,"body":"colleagues give to our customers"},{"speaker":"Krishna Raichur","startTime":1935.96,"endTime":1940.85,"body":"is to start with simple models"},{"speaker":"Krishna Raichur","startTime":1940.8799999999999,"endTime":1945.71,"body":"and add complexity as you go. I"},{"speaker":"Krishna Raichur","startTime":1940.8799999999999,"endTime":1945.71,"body":"can't tell you how many times we"},{"speaker":"Krishna Raichur","startTime":1945.71,"endTime":1951.86,"body":"get support calls where the"},{"speaker":"Krishna Raichur","startTime":1945.71,"endTime":1951.86,"body":"engineer has built this enormous"},{"speaker":"Krishna Raichur","startTime":1951.86,"endTime":1956.09,"body":"model with, you know, a"},{"speaker":"Krishna Raichur","startTime":1951.86,"endTime":1956.09,"body":"gazillion elements in it. And"},{"speaker":"Krishna Raichur","startTime":1956.09,"endTime":1960.9199999999998,"body":"then it's not working. And it's"},{"speaker":"Krishna Raichur","startTime":1956.09,"endTime":1960.9199999999998,"body":"with a large model like that,"},{"speaker":"Krishna Raichur","startTime":1960.95,"endTime":1966.05,"body":"it'll take a long time to"},{"speaker":"Krishna Raichur","startTime":1960.95,"endTime":1966.05,"body":"complete the solution. And then"},{"speaker":"Krishna Raichur","startTime":1966.05,"endTime":1968.6599999999999,"body":"it may not even complete after"},{"speaker":"Krishna Raichur","startTime":1966.05,"endTime":1968.6599999999999,"body":"running for a long time because"},{"speaker":"Krishna Raichur","startTime":1968.6599999999999,"endTime":1973.76,"body":"of some issue with the way you"},{"speaker":"Krishna Raichur","startTime":1968.6599999999999,"endTime":1973.76,"body":"model it. So it you know, we"},{"speaker":"Krishna Raichur","startTime":1973.76,"endTime":1979.04,"body":"always tell people, well, can"},{"speaker":"Krishna Raichur","startTime":1973.76,"endTime":1979.04,"body":"you make a simpler model, just"},{"speaker":"Krishna Raichur","startTime":1979.04,"endTime":1983.57,"body":"to make sure it's working right?"},{"speaker":"Krishna Raichur","startTime":1979.04,"endTime":1983.57,"body":"And then slowly add complexity,"},{"speaker":"Krishna Raichur","startTime":1983.8999999999999,"endTime":1987.26,"body":"like that diving board example,"},{"speaker":"Krishna Raichur","startTime":1983.8999999999999,"endTime":1987.26,"body":"right? Start with a static"},{"speaker":"Krishna Raichur","startTime":1987.26,"endTime":1993.08,"body":"analysis, and then incorporate"},{"speaker":"Krishna Raichur","startTime":1987.26,"endTime":1993.08,"body":"the dynamic loading of this"},{"speaker":"Krishna Raichur","startTime":1993.08,"endTime":1996.56,"body":"person jumping up and down,"},{"speaker":"Krishna Raichur","startTime":1993.08,"endTime":1996.56,"body":"don't directly go into that"},{"speaker":"Krishna Raichur","startTime":1996.56,"endTime":2001.3,"body":"dynamic analysis, because it"},{"speaker":"Krishna Raichur","startTime":1996.56,"endTime":2001.3,"body":"will be hard to you know, debug"},{"speaker":"Krishna Raichur","startTime":2001.33,"endTime":2003.31,"body":"your model, if you will. Got"},{"speaker":"Unknown","startTime":2003.31,"endTime":2007.51,"body":"it. Okay, great. How"},{"speaker":"Unknown","startTime":2003.31,"endTime":2007.51,"body":"about I mean, no tool is perfect"},{"speaker":"Unknown","startTime":2007.51,"endTime":2011.8899999999999,"body":"for every single situation? What"},{"speaker":"Unknown","startTime":2007.51,"endTime":2011.8899999999999,"body":"what are some of the limitations"},{"speaker":"Unknown","startTime":2012.19,"endTime":2016.1799999999998,"body":"on simulation that engineers"},{"speaker":"Unknown","startTime":2012.19,"endTime":2016.1799999999998,"body":"should be aware of? And cautious"},{"speaker":"Unknown","startTime":2016.1799999999998,"endTime":2016.51,"body":"of?"},{"speaker":"Krishna Raichur","startTime":2016.78,"endTime":2021.31,"body":"That's a great"},{"speaker":"Krishna Raichur","startTime":2016.78,"endTime":2021.31,"body":"question. Really, the"},{"speaker":"Krishna Raichur","startTime":2022.03,"endTime":2028.3899999999999,"body":"limitations would be material"},{"speaker":"Krishna Raichur","startTime":2022.03,"endTime":2028.3899999999999,"body":"characterization, meaning, if a"},{"speaker":"Krishna Raichur","startTime":2028.3899999999999,"endTime":2032.77,"body":"basic requirement for your"},{"speaker":"Krishna Raichur","startTime":2028.3899999999999,"endTime":2032.77,"body":"fronted elements simulation, for"},{"speaker":"Krishna Raichur","startTime":2032.77,"endTime":2037.27,"body":"example, is, you know, how I"},{"speaker":"Krishna Raichur","startTime":2032.77,"endTime":2037.27,"body":"characterize the material"},{"speaker":"Krishna Raichur","startTime":2037.27,"endTime":2042.76,"body":"properly, for example, I have a"},{"speaker":"Krishna Raichur","startTime":2037.27,"endTime":2042.76,"body":"steel part and rubber part, and"},{"speaker":"Krishna Raichur","startTime":2042.76,"endTime":2047.47,"body":"maybe a plastic handle or"},{"speaker":"Krishna Raichur","startTime":2042.76,"endTime":2047.47,"body":"something on this device that"},{"speaker":"Krishna Raichur","startTime":2047.47,"endTime":2054.31,"body":"I'm modeling? Well, you know,"},{"speaker":"Krishna Raichur","startTime":2047.47,"endTime":2054.31,"body":"have I modelled the, the"},{"speaker":"Krishna Raichur","startTime":2054.31,"endTime":2057.19,"body":"material properly of this"},{"speaker":"Krishna Raichur","startTime":2054.31,"endTime":2057.19,"body":"rubber? They're just like"},{"speaker":"Krishna Raichur","startTime":2057.19,"endTime":2060.76,"body":"plastics, there are many, many"},{"speaker":"Krishna Raichur","startTime":2057.19,"endTime":2060.76,"body":"different varieties of rubber."},{"speaker":"Krishna Raichur","startTime":2060.76,"endTime":2066.07,"body":"Have I characterize the rubber"},{"speaker":"Krishna Raichur","startTime":2060.76,"endTime":2066.07,"body":"properly? Okay. So really, there"},{"speaker":"Krishna Raichur","startTime":2066.07,"endTime":2069.28,"body":"will be one of the important"},{"speaker":"Krishna Raichur","startTime":2066.07,"endTime":2069.28,"body":"things I would recommend people"},{"speaker":"Krishna Raichur","startTime":2069.28,"endTime":2073.66,"body":"to look at is make sure that you"},{"speaker":"Krishna Raichur","startTime":2069.28,"endTime":2073.66,"body":"have the right character and"},{"speaker":"Krishna Raichur","startTime":2073.66,"endTime":2079.51,"body":"material characterization. And"},{"speaker":"Krishna Raichur","startTime":2073.66,"endTime":2079.51,"body":"then the other. I don't know, I"},{"speaker":"Krishna Raichur","startTime":2079.51,"endTime":2083.89,"body":"don't want to call it"},{"speaker":"Krishna Raichur","startTime":2079.51,"endTime":2083.89,"body":"limitation. But the other"},{"speaker":"Krishna Raichur","startTime":2084.1,"endTime":2088.69,"body":"important thing here to consider"},{"speaker":"Krishna Raichur","startTime":2084.1,"endTime":2088.69,"body":"is, you know, we apply these"},{"speaker":"Krishna Raichur","startTime":2088.69,"endTime":2094.5699999999997,"body":"loads mathematically on the"},{"speaker":"Krishna Raichur","startTime":2088.69,"endTime":2094.5699999999997,"body":"model, do these loads? Are they"},{"speaker":"Krishna Raichur","startTime":2094.5699999999997,"endTime":2099.37,"body":"representative of the real load"},{"speaker":"Krishna Raichur","startTime":2094.5699999999997,"endTime":2099.37,"body":"that is being applied to this"},{"speaker":"Krishna Raichur","startTime":2099.37,"endTime":2103.27,"body":"model? And going back to the"},{"speaker":"Krishna Raichur","startTime":2099.37,"endTime":2103.27,"body":"diving board example of this"},{"speaker":"Krishna Raichur","startTime":2103.27,"endTime":2107.5899999999997,"body":"person jumping up and down? How"},{"speaker":"Krishna Raichur","startTime":2103.27,"endTime":2107.5899999999997,"body":"well can we characterize that up"},{"speaker":"Krishna Raichur","startTime":2107.5899999999997,"endTime":2114.19,"body":"and down, jumping on this, on"},{"speaker":"Krishna Raichur","startTime":2107.5899999999997,"endTime":2114.19,"body":"this diving board? If you can"},{"speaker":"Krishna Raichur","startTime":2114.19,"endTime":2118.0899999999997,"body":"characterize that and you can,"},{"speaker":"Krishna Raichur","startTime":2114.19,"endTime":2118.0899999999997,"body":"of course, characterize it quite"},{"speaker":"Krishna Raichur","startTime":2118.0899999999997,"endTime":2122.5899999999997,"body":"well. And as long as you do"},{"speaker":"Krishna Raichur","startTime":2118.0899999999997,"endTime":2122.5899999999997,"body":"that, well, you can rely on your"},{"speaker":"Krishna Raichur","startTime":2122.5899999999997,"endTime":2127.6299999999997,"body":"results. So really, it is, it"},{"speaker":"Krishna Raichur","startTime":2122.5899999999997,"endTime":2127.6299999999997,"body":"was not, does my model"},{"speaker":"Krishna Raichur","startTime":2127.66,"endTime":2132.46,"body":"represent, you know, physical"},{"speaker":"Krishna Raichur","startTime":2127.66,"endTime":2132.46,"body":"reality? Fully?"},{"speaker":"Aaron Moncur","startTime":2133.12,"endTime":2137.83,"body":"Yeah. Okay. You"},{"speaker":"Aaron Moncur","startTime":2133.12,"endTime":2137.83,"body":"had mentioned before that one of"},{"speaker":"Aaron Moncur","startTime":2137.83,"endTime":2141.82,"body":"the misconceptions about"},{"speaker":"Aaron Moncur","startTime":2137.83,"endTime":2141.82,"body":"simulation is that it takes a"},{"speaker":"Aaron Moncur","startTime":2141.82,"endTime":2144.58,"body":"long time to learn is really,"},{"speaker":"Aaron Moncur","startTime":2141.82,"endTime":2144.58,"body":"really hard. And it's going to"},{"speaker":"Aaron Moncur","startTime":2144.58,"endTime":2148.36,"body":"take forever to figure out how"},{"speaker":"Aaron Moncur","startTime":2144.58,"endTime":2148.36,"body":"to use this tool. These days"},{"speaker":"Aaron Moncur","startTime":2148.39,"endTime":2150.85,"body":"with the modern tools that we"},{"speaker":"Aaron Moncur","startTime":2148.39,"endTime":2150.85,"body":"have and the training that's"},{"speaker":"Aaron Moncur","startTime":2150.85,"endTime":2155.41,"body":"available, how long should an"},{"speaker":"Aaron Moncur","startTime":2150.85,"endTime":2155.41,"body":"engineer expect to you know, to"},{"speaker":"Aaron Moncur","startTime":2155.41,"endTime":2159.46,"body":"get to like a basic level of"},{"speaker":"Aaron Moncur","startTime":2155.41,"endTime":2159.46,"body":"competency and not not like"},{"speaker":"Aaron Moncur","startTime":2159.73,"endTime":2163.63,"body":"world famous guru or anything,"},{"speaker":"Aaron Moncur","startTime":2159.73,"endTime":2163.63,"body":"but you know, good enough that"},{"speaker":"Aaron Moncur","startTime":2164.47,"endTime":2167.44,"body":"he or she can run some"},{"speaker":"Aaron Moncur","startTime":2164.47,"endTime":2167.44,"body":"simulations and be confident in"},{"speaker":"Aaron Moncur","startTime":2167.5,"endTime":2169.72,"body":"the basic results. So"},{"speaker":"Krishna Raichur","startTime":2170.65,"endTime":2175.09,"body":"with a good"},{"speaker":"Krishna Raichur","startTime":2170.65,"endTime":2175.09,"body":"engineering, understanding of"},{"speaker":"Krishna Raichur","startTime":2175.09,"endTime":2179.56,"body":"engineering fundamentals, you"},{"speaker":"Krishna Raichur","startTime":2175.09,"endTime":2179.56,"body":"know, I think that is important"},{"speaker":"Krishna Raichur","startTime":2179.62,"endTime":2181.93,"body":"to understand the engineering"},{"speaker":"Krishna Raichur","startTime":2179.62,"endTime":2181.93,"body":"fundamentals, what is stress,"},{"speaker":"Krishna Raichur","startTime":2181.93,"endTime":2185.02,"body":"what is strain, you know, that"},{"speaker":"Krishna Raichur","startTime":2181.93,"endTime":2185.02,"body":"kind of stuff, basic stuff, as"},{"speaker":"Krishna Raichur","startTime":2185.02,"endTime":2187.66,"body":"long as you want Send the"},{"speaker":"Krishna Raichur","startTime":2185.02,"endTime":2187.66,"body":"engineering fundamentals,"},{"speaker":"Krishna Raichur","startTime":2188.23,"endTime":2194.29,"body":"picking up an engineering"},{"speaker":"Krishna Raichur","startTime":2188.23,"endTime":2194.29,"body":"simulation, really, these days"},{"speaker":"Krishna Raichur","startTime":2194.29,"endTime":2200.29,"body":"shouldn't take more than I want"},{"speaker":"Krishna Raichur","startTime":2194.29,"endTime":2200.29,"body":"to, say, a day or two really"},{"speaker":"Krishna Raichur","startTime":2202.0,"endTime":2205.81,"body":"getting familiar with the, with"},{"speaker":"Krishna Raichur","startTime":2202.0,"endTime":2205.81,"body":"the software, you know, what"},{"speaker":"Krishna Raichur","startTime":2205.81,"endTime":2213.5499999999997,"body":"buttons are where and, you know,"},{"speaker":"Krishna Raichur","startTime":2205.81,"endTime":2213.5499999999997,"body":"we have what we call, you know,"},{"speaker":"Krishna Raichur","startTime":2213.5499999999997,"endTime":2219.04,"body":"getting started quickly type of"},{"speaker":"Krishna Raichur","startTime":2213.5499999999997,"endTime":2219.04,"body":"courses or Quickstart courses on"},{"speaker":"Krishna Raichur","startTime":2219.04,"endTime":2224.2599999999998,"body":"our website, where, literally,"},{"speaker":"Krishna Raichur","startTime":2219.04,"endTime":2224.2599999999998,"body":"you know, in a half a day, they"},{"speaker":"Krishna Raichur","startTime":2224.2599999999998,"endTime":2230.29,"body":"would be running some basic"},{"speaker":"Krishna Raichur","startTime":2224.2599999999998,"endTime":2230.29,"body":"models, you know, so, yeah, I"},{"speaker":"Krishna Raichur","startTime":2230.29,"endTime":2232.2999999999997,"body":"would say about a half a day."},{"speaker":"Krishna Raichur","startTime":2230.29,"endTime":2232.2999999999997,"body":"Terrific."},{"speaker":"Aaron Moncur","startTime":2232.36,"endTime":2236.41,"body":"Okay. You had also"},{"speaker":"Aaron Moncur","startTime":2232.36,"endTime":2236.41,"body":"mentioned earlier about ROI,"},{"speaker":"Aaron Moncur","startTime":2236.44,"endTime":2239.86,"body":"right? How is this actually"},{"speaker":"Aaron Moncur","startTime":2236.44,"endTime":2239.86,"body":"going to save us money? Is there"},{"speaker":"Aaron Moncur","startTime":2239.86,"endTime":2243.19,"body":"a story that that you can share"},{"speaker":"Aaron Moncur","startTime":2239.86,"endTime":2243.19,"body":"or a case study experience?"},{"speaker":"Aaron Moncur","startTime":2243.22,"endTime":2248.29,"body":"Where using simulation really"},{"speaker":"Aaron Moncur","startTime":2243.22,"endTime":2248.29,"body":"reduced the cost of a"},{"speaker":"Aaron Moncur","startTime":2248.29,"endTime":2252.13,"body":"development program? And if"},{"speaker":"Aaron Moncur","startTime":2248.29,"endTime":2252.13,"body":"there isn't a specific story,"},{"speaker":"Aaron Moncur","startTime":2252.13,"endTime":2255.64,"body":"then maybe you could speak to"},{"speaker":"Aaron Moncur","startTime":2252.13,"endTime":2255.64,"body":"just generally like, how do you?"},{"speaker":"Aaron Moncur","startTime":2255.91,"endTime":2260.38,"body":"How should engineers think about"},{"speaker":"Aaron Moncur","startTime":2255.91,"endTime":2260.38,"body":"the ROI when considering"},{"speaker":"Aaron Moncur","startTime":2260.38,"endTime":2262.06,"body":"simulation? Yeah,"},{"speaker":"Krishna Raichur","startTime":2262.06,"endTime":2267.5499999999997,"body":"see, the the"},{"speaker":"Krishna Raichur","startTime":2262.06,"endTime":2267.5499999999997,"body":"biggest benefit of simulation is"},{"speaker":"Krishna Raichur","startTime":2267.5499999999997,"endTime":2273.7,"body":"that you can run hundreds of"},{"speaker":"Krishna Raichur","startTime":2267.5499999999997,"endTime":2273.7,"body":"test cases on the computer"},{"speaker":"Krishna Raichur","startTime":2273.7,"endTime":2280.72,"body":"without ever, you know, building"},{"speaker":"Krishna Raichur","startTime":2273.7,"endTime":2280.72,"body":"a single part. And so, right"},{"speaker":"Krishna Raichur","startTime":2280.72,"endTime":2285.52,"body":"there, the ROI is huge, right?"},{"speaker":"Krishna Raichur","startTime":2280.72,"endTime":2285.52,"body":"Instead of building 20"},{"speaker":"Krishna Raichur","startTime":2285.52,"endTime":2289.69,"body":"prototypes, each of which may"},{"speaker":"Krishna Raichur","startTime":2285.52,"endTime":2289.69,"body":"cost, I don't know, hundreds of"},{"speaker":"Krishna Raichur","startTime":2289.69,"endTime":2295.09,"body":"dollars, okay, you run those 20"},{"speaker":"Krishna Raichur","startTime":2289.69,"endTime":2295.09,"body":"prototypes on your computer,"},{"speaker":"Krishna Raichur","startTime":2295.72,"endTime":2299.71,"body":"which costs, you know, other"},{"speaker":"Krishna Raichur","startTime":2295.72,"endTime":2299.71,"body":"than the cost for the software"},{"speaker":"Krishna Raichur","startTime":2299.71,"endTime":2304.45,"body":"itself, you're not spending any"},{"speaker":"Krishna Raichur","startTime":2299.71,"endTime":2304.45,"body":"money building those parts, or"},{"speaker":"Krishna Raichur","startTime":2304.45,"endTime":2309.31,"body":"those toolings and all that"},{"speaker":"Krishna Raichur","startTime":2304.45,"endTime":2309.31,"body":"stuff. So right there is is a"},{"speaker":"Krishna Raichur","startTime":2309.31,"endTime":2314.89,"body":"huge, huge savings. So, you"},{"speaker":"Krishna Raichur","startTime":2309.31,"endTime":2314.89,"body":"know, there's really, it's"},{"speaker":"Krishna Raichur","startTime":2314.89,"endTime":2320.95,"body":"almost a no brainer to consider"},{"speaker":"Krishna Raichur","startTime":2314.89,"endTime":2320.95,"body":"simulation as to be an integral"},{"speaker":"Krishna Raichur","startTime":2320.95,"endTime":2322.63,"body":"part of your design process."},{"speaker":"Aaron Moncur","startTime":2322.87,"endTime":2325.87,"body":"Great. So"},{"speaker":"Aaron Moncur","startTime":2322.87,"endTime":2325.87,"body":"regarding the cost of the"},{"speaker":"Aaron Moncur","startTime":2325.87,"endTime":2330.58,"body":"software itself, not specific to"},{"speaker":"Aaron Moncur","startTime":2325.87,"endTime":2330.58,"body":"CMU tech, as a channel partner,"},{"speaker":"Aaron Moncur","startTime":2330.58,"endTime":2333.88,"body":"anything but I imagined the cost"},{"speaker":"Aaron Moncur","startTime":2330.58,"endTime":2333.88,"body":"to get into simulation is"},{"speaker":"Aaron Moncur","startTime":2334.27,"endTime":2339.49,"body":"roughly the equivalent no matter"},{"speaker":"Aaron Moncur","startTime":2334.27,"endTime":2339.49,"body":"where you go to purchase that"},{"speaker":"Aaron Moncur","startTime":2339.49,"endTime":2342.37,"body":"software, can you give the"},{"speaker":"Aaron Moncur","startTime":2339.49,"endTime":2342.37,"body":"listeners a general sense of the"},{"speaker":"Aaron Moncur","startTime":2342.37,"endTime":2346.09,"body":"costs involved with the"},{"speaker":"Aaron Moncur","startTime":2342.37,"endTime":2346.09,"body":"investment to get involved with"},{"speaker":"Aaron Moncur","startTime":2346.12,"endTime":2346.81,"body":"simulation?"},{"speaker":"Krishna Raichur","startTime":2347.02,"endTime":2352.5099999999998,"body":"So the, at the"},{"speaker":"Krishna Raichur","startTime":2347.02,"endTime":2352.5099999999998,"body":"lower end of simulation, you can"},{"speaker":"Krishna Raichur","startTime":2352.5099999999998,"endTime":2358.66,"body":"get basic simulations done for"},{"speaker":"Krishna Raichur","startTime":2352.5099999999998,"endTime":2358.66,"body":"Ireland? You know, I want to"},{"speaker":"Krishna Raichur","startTime":2358.66,"endTime":2367.57,"body":"say, three figure investment,"},{"speaker":"Krishna Raichur","startTime":2358.66,"endTime":2367.57,"body":"right? You know, like, yeah,"},{"speaker":"Krishna Raichur","startTime":2367.6,"endTime":2374.86,"body":"maybe under under $10,000, let's"},{"speaker":"Krishna Raichur","startTime":2367.6,"endTime":2374.86,"body":"put it that way. Okay. And then,"},{"speaker":"Krishna Raichur","startTime":2375.49,"endTime":2381.85,"body":"as you want to explore higher"},{"speaker":"Krishna Raichur","startTime":2375.49,"endTime":2381.85,"body":"and higher levels of simulation,"},{"speaker":"Krishna Raichur","startTime":2382.99,"endTime":2391.15,"body":"like that example, I gave you"},{"speaker":"Krishna Raichur","startTime":2382.99,"endTime":2391.15,"body":"off. You know, the, the one"},{"speaker":"Krishna Raichur","startTime":2391.15,"endTime":2396.43,"body":"where was the example? I'm just"},{"speaker":"Krishna Raichur","startTime":2391.15,"endTime":2396.43,"body":"drawing a blank on but the heart"},{"speaker":"Krishna Raichur","startTime":2396.46,"endTime":2399.91,"body":"the artificial heart? Yeah, the"},{"speaker":"Krishna Raichur","startTime":2396.46,"endTime":2399.91,"body":"artificial heart example? Well,"},{"speaker":"Krishna Raichur","startTime":2399.91,"endTime":2403.54,"body":"now you're looking at, you know,"},{"speaker":"Krishna Raichur","startTime":2399.91,"endTime":2403.54,"body":"higher level of simulation,"},{"speaker":"Krishna Raichur","startTime":2403.54,"endTime":2406.87,"body":"right, you have fluid flow"},{"speaker":"Krishna Raichur","startTime":2403.54,"endTime":2406.87,"body":"happening, and all this stuff."},{"speaker":"Krishna Raichur","startTime":2406.87,"endTime":2413.23,"body":"So, so, so that one would, would"},{"speaker":"Krishna Raichur","startTime":2406.87,"endTime":2413.23,"body":"take a lot more investment in"},{"speaker":"Krishna Raichur","startTime":2413.23,"endTime":2418.12,"body":"the software, and so on. So it"},{"speaker":"Krishna Raichur","startTime":2413.23,"endTime":2418.12,"body":"really can vary from three"},{"speaker":"Krishna Raichur","startTime":2418.12,"endTime":2423.7599999999998,"body":"figures to six figures, okay. So"},{"speaker":"Krishna Raichur","startTime":2418.12,"endTime":2423.7599999999998,"body":"depends on exactly what you want"},{"speaker":"Krishna Raichur","startTime":2423.7599999999998,"endTime":2424.0,"body":"to do."},{"speaker":"Aaron Moncur","startTime":2424.54,"endTime":2427.33,"body":"Okay. And like"},{"speaker":"Aaron Moncur","startTime":2424.54,"endTime":2427.33,"body":"most things, of course, you"},{"speaker":"Aaron Moncur","startTime":2427.33,"endTime":2431.29,"body":"could hire this out, have a"},{"speaker":"Aaron Moncur","startTime":2427.33,"endTime":2431.29,"body":"group, maybe you're not, you're"},{"speaker":"Aaron Moncur","startTime":2431.29,"endTime":2435.2799999999997,"body":"not using simulation regularly,"},{"speaker":"Aaron Moncur","startTime":2431.29,"endTime":2435.2799999999997,"body":"but you have a project or even"},{"speaker":"Aaron Moncur","startTime":2435.2799999999997,"endTime":2438.19,"body":"just a specific application"},{"speaker":"Aaron Moncur","startTime":2435.2799999999997,"endTime":2438.19,"body":"within a project where you"},{"speaker":"Aaron Moncur","startTime":2438.19,"endTime":2441.49,"body":"really do need it, you could"},{"speaker":"Aaron Moncur","startTime":2438.19,"endTime":2441.49,"body":"hire it out. Or if you're doing"},{"speaker":"Aaron Moncur","startTime":2441.52,"endTime":2443.89,"body":"a lot of simulation work, it"},{"speaker":"Aaron Moncur","startTime":2441.52,"endTime":2443.89,"body":"might make sense to just"},{"speaker":"Aaron Moncur","startTime":2443.89,"endTime":2446.65,"body":"purchase the software outright,"},{"speaker":"Aaron Moncur","startTime":2443.89,"endTime":2446.65,"body":"and then your team can use it"},{"speaker":"Aaron Moncur","startTime":2446.86,"endTime":2452.44,"body":"over and over and over. Is there"},{"speaker":"Aaron Moncur","startTime":2446.86,"endTime":2452.44,"body":"like a break even point that"},{"speaker":"Aaron Moncur","startTime":2452.47,"endTime":2455.44,"body":"teams should be aware of when"},{"speaker":"Aaron Moncur","startTime":2452.47,"endTime":2455.44,"body":"they're thinking about just"},{"speaker":"Aaron Moncur","startTime":2455.86,"endTime":2459.7599999999998,"body":"contracting that work out versus"},{"speaker":"Aaron Moncur","startTime":2455.86,"endTime":2459.7599999999998,"body":"purchasing the software and"},{"speaker":"Aaron Moncur","startTime":2459.7599999999998,"endTime":2462.85,"body":"training their staff internally?"},{"speaker":"Aaron Moncur","startTime":2459.7599999999998,"endTime":2462.85,"body":"How should they think about"},{"speaker":"Aaron Moncur","startTime":2462.85,"endTime":2463.15,"body":"that?"},{"speaker":"Krishna Raichur","startTime":2463.45,"endTime":2468.2799999999997,"body":"That's a great"},{"speaker":"Krishna Raichur","startTime":2463.45,"endTime":2468.2799999999997,"body":"question. You know, it really"},{"speaker":"Krishna Raichur","startTime":2468.43,"endTime":2475.5099999999998,"body":"depends on the philosophy of a"},{"speaker":"Krishna Raichur","startTime":2468.43,"endTime":2475.5099999999998,"body":"particular customer, right? You"},{"speaker":"Krishna Raichur","startTime":2475.5099999999998,"endTime":2479.2,"body":"know, how they think about it."},{"speaker":"Krishna Raichur","startTime":2475.5099999999998,"endTime":2479.2,"body":"Some customers are in the"},{"speaker":"Krishna Raichur","startTime":2479.2,"endTime":2483.34,"body":"mindset of, well, if I'm going"},{"speaker":"Krishna Raichur","startTime":2479.2,"endTime":2483.34,"body":"to do it, I'll do it myself."},{"speaker":"Krishna Raichur","startTime":2484.15,"endTime":2488.2599999999998,"body":"Even if it takes Need some time"},{"speaker":"Krishna Raichur","startTime":2484.15,"endTime":2488.2599999999998,"body":"to learn it? And then on the"},{"speaker":"Krishna Raichur","startTime":2488.2599999999998,"endTime":2491.44,"body":"other end of the spectrum, there"},{"speaker":"Krishna Raichur","startTime":2488.2599999999998,"endTime":2491.44,"body":"will be customers who say, Well,"},{"speaker":"Krishna Raichur","startTime":2491.71,"endTime":2496.57,"body":"I don't want to get into, you"},{"speaker":"Krishna Raichur","startTime":2491.71,"endTime":2496.57,"body":"know, simulation business, we"},{"speaker":"Krishna Raichur","startTime":2496.57,"endTime":2501.5499999999997,"body":"have experts who can do it and"},{"speaker":"Krishna Raichur","startTime":2496.57,"endTime":2501.5499999999997,"body":"give us the answer. So I would"},{"speaker":"Krishna Raichur","startTime":2501.5499999999997,"endTime":2506.14,"body":"rather do that. So, you know,"},{"speaker":"Krishna Raichur","startTime":2501.5499999999997,"endTime":2506.14,"body":"it, it's both ends of the"},{"speaker":"Krishna Raichur","startTime":2506.14,"endTime":2511.69,"body":"spectrum, really. And it, it"},{"speaker":"Krishna Raichur","startTime":2506.14,"endTime":2511.69,"body":"really depends on what your"},{"speaker":"Krishna Raichur","startTime":2511.69,"endTime":2515.47,"body":"intent is. And like you said, if"},{"speaker":"Krishna Raichur","startTime":2511.69,"endTime":2515.47,"body":"you're, if it's like a one off,"},{"speaker":"Krishna Raichur","startTime":2516.31,"endTime":2519.61,"body":"you know, simulation that you"},{"speaker":"Krishna Raichur","startTime":2516.31,"endTime":2519.61,"body":"need to do to satisfy some"},{"speaker":"Krishna Raichur","startTime":2520.33,"endTime":2524.14,"body":"government requirement or"},{"speaker":"Krishna Raichur","startTime":2520.33,"endTime":2524.14,"body":"something like that, maybe it"},{"speaker":"Krishna Raichur","startTime":2524.14,"endTime":2528.0099999999998,"body":"would make more sense to, you"},{"speaker":"Krishna Raichur","startTime":2524.14,"endTime":2528.0099999999998,"body":"know, send it out as a"},{"speaker":"Krishna Raichur","startTime":2528.0099999999998,"endTime":2533.0499999999997,"body":"consulting project for, for a"},{"speaker":"Krishna Raichur","startTime":2528.0099999999998,"endTime":2533.0499999999997,"body":"company. But if it's something"},{"speaker":"Krishna Raichur","startTime":2533.0499999999997,"endTime":2537.94,"body":"that is that you need to do on a"},{"speaker":"Krishna Raichur","startTime":2533.0499999999997,"endTime":2537.94,"body":"regular basis, you know, maybe"},{"speaker":"Krishna Raichur","startTime":2537.94,"endTime":2541.45,"body":"it's not a one off thing, maybe"},{"speaker":"Krishna Raichur","startTime":2537.94,"endTime":2541.45,"body":"you need, you need to run these"},{"speaker":"Krishna Raichur","startTime":2541.45,"endTime":2545.59,"body":"tests constantly on every design"},{"speaker":"Krishna Raichur","startTime":2541.45,"endTime":2545.59,"body":"that you have. Well, in that"},{"speaker":"Krishna Raichur","startTime":2545.59,"endTime":2550.24,"body":"case, it makes sense to bring"},{"speaker":"Krishna Raichur","startTime":2545.59,"endTime":2550.24,"body":"the software in house and have a"},{"speaker":"Krishna Raichur","startTime":2550.27,"endTime":2554.29,"body":"trained engineer or trained team"},{"speaker":"Krishna Raichur","startTime":2550.27,"endTime":2554.29,"body":"of engineers to run the"},{"speaker":"Krishna Raichur","startTime":2554.29,"endTime":2554.7999999999997,"body":"software."},{"speaker":"Unknown","startTime":2555.43,"endTime":2558.0099999999998,"body":"And there are different"},{"speaker":"Unknown","startTime":2555.43,"endTime":2558.0099999999998,"body":"levels and packages that you can"},{"speaker":"Unknown","startTime":2558.0099999999998,"endTime":2562.21,"body":"get with simulation. What's"},{"speaker":"Unknown","startTime":2558.0099999999998,"endTime":2562.21,"body":"what's the kind of like the"},{"speaker":"Unknown","startTime":2562.24,"endTime":2568.06,"body":"ballpark range that companies"},{"speaker":"Unknown","startTime":2562.24,"endTime":2568.06,"body":"should expect to invest to get,"},{"speaker":"Unknown","startTime":2568.27,"endTime":2571.33,"body":"you know, a license of these,"},{"speaker":"Unknown","startTime":2568.27,"endTime":2571.33,"body":"whether it's just FDA or CFD or"},{"speaker":"Unknown","startTime":2571.33,"endTime":2575.2599999999998,"body":"different levels, is it like"},{"speaker":"Unknown","startTime":2571.33,"endTime":2575.2599999999998,"body":"five to $20,000? Or does it"},{"speaker":"Unknown","startTime":2575.2599999999998,"endTime":2577.96,"body":"vary, you know, even more than"},{"speaker":"Unknown","startTime":2575.2599999999998,"endTime":2577.96,"body":"that, yeah."},{"speaker":"Krishna Raichur","startTime":2577.96,"endTime":2580.48,"body":"So at the at"},{"speaker":"Krishna Raichur","startTime":2577.96,"endTime":2580.48,"body":"the lower end, some for some"},{"speaker":"Krishna Raichur","startTime":2580.48,"endTime":2584.59,"body":"basic simulations, you can get"},{"speaker":"Krishna Raichur","startTime":2580.48,"endTime":2584.59,"body":"away with, you know, you know,"},{"speaker":"Krishna Raichur","startTime":2584.59,"endTime":2590.0499999999997,"body":"five to $10,000, you know,"},{"speaker":"Krishna Raichur","startTime":2584.59,"endTime":2590.0499999999997,"body":"$15,000 range. And then if you"},{"speaker":"Krishna Raichur","startTime":2590.0499999999997,"endTime":2597.97,"body":"want to get into really, you"},{"speaker":"Krishna Raichur","startTime":2590.0499999999997,"endTime":2597.97,"body":"know, high fidelity simulations,"},{"speaker":"Krishna Raichur","startTime":2598.87,"endTime":2603.64,"body":"and you want to do what we call"},{"speaker":"Krishna Raichur","startTime":2598.87,"endTime":2603.64,"body":"multiple physics, you know, you"},{"speaker":"Krishna Raichur","startTime":2603.64,"endTime":2607.6,"body":"may, you may, you may be"},{"speaker":"Krishna Raichur","startTime":2603.64,"endTime":2607.6,"body":"interested in not just stresses,"},{"speaker":"Krishna Raichur","startTime":2607.9,"endTime":2612.52,"body":"and deflections, you may also be"},{"speaker":"Krishna Raichur","startTime":2607.9,"endTime":2612.52,"body":"interested in fluid flow, and"},{"speaker":"Krishna Raichur","startTime":2612.5499999999997,"endTime":2617.17,"body":"like that pump we were talking"},{"speaker":"Krishna Raichur","startTime":2612.5499999999997,"endTime":2617.17,"body":"about, you may be interested in"},{"speaker":"Krishna Raichur","startTime":2617.17,"endTime":2619.9,"body":"fluid flow, you may be"},{"speaker":"Krishna Raichur","startTime":2617.17,"endTime":2619.9,"body":"interested in the, in the"},{"speaker":"Krishna Raichur","startTime":2619.93,"endTime":2624.19,"body":"electromagnetic behavior of"},{"speaker":"Krishna Raichur","startTime":2619.93,"endTime":2624.19,"body":"things, you know, maybe you're"},{"speaker":"Krishna Raichur","startTime":2624.19,"endTime":2627.25,"body":"designing a satellite, and you"},{"speaker":"Krishna Raichur","startTime":2624.19,"endTime":2627.25,"body":"want to see how well the"},{"speaker":"Krishna Raichur","startTime":2627.25,"endTime":2632.02,"body":"satellite behaves, and so on."},{"speaker":"Krishna Raichur","startTime":2627.25,"endTime":2632.02,"body":"So, depending on the type of"},{"speaker":"Krishna Raichur","startTime":2632.2599999999998,"endTime":2637.18,"body":"physics you're doing, you may,"},{"speaker":"Krishna Raichur","startTime":2632.2599999999998,"endTime":2637.18,"body":"it could be, you know, multiple,"},{"speaker":"Krishna Raichur","startTime":2637.18,"endTime":2641.62,"body":"six figures that you may need to"},{"speaker":"Krishna Raichur","startTime":2637.18,"endTime":2641.62,"body":"spend. So it really is a huge"},{"speaker":"Krishna Raichur","startTime":2641.62,"endTime":2642.37,"body":"range just"},{"speaker":"Aaron Moncur","startTime":2642.37,"endTime":2643.24,"body":"for the software."},{"speaker":"Krishna Raichur","startTime":2643.84,"endTime":2645.13,"body":"Just for"},{"speaker":"Krishna Raichur","startTime":2643.84,"endTime":2645.13,"body":"software. Yeah."},{"speaker":"Aaron Moncur","startTime":2646.0299999999997,"endTime":2648.5499999999997,"body":"Interesting. I did"},{"speaker":"Aaron Moncur","startTime":2646.0299999999997,"endTime":2648.5499999999997,"body":"not know, it could range that"},{"speaker":"Aaron Moncur","startTime":2648.5499999999997,"endTime":2652.96,"body":"greatly. That's really"},{"speaker":"Aaron Moncur","startTime":2648.5499999999997,"endTime":2652.96,"body":"interesting. Okay. Great. Well,"},{"speaker":"Aaron Moncur","startTime":2652.99,"endTime":2656.59,"body":"let's see, I think just I have"},{"speaker":"Aaron Moncur","startTime":2652.99,"endTime":2656.59,"body":"one more question. And then we"},{"speaker":"Aaron Moncur","startTime":2656.59,"endTime":2662.11,"body":"can wrap things up here. What do"},{"speaker":"Aaron Moncur","startTime":2656.59,"endTime":2662.11,"body":"you see changing in the future"},{"speaker":"Aaron Moncur","startTime":2662.14,"endTime":2665.5,"body":"of simulation? Obviously, it's"},{"speaker":"Aaron Moncur","startTime":2662.14,"endTime":2665.5,"body":"come a long, long ways, since"},{"speaker":"Aaron Moncur","startTime":2665.5,"endTime":2669.37,"body":"the command prompt days back in"},{"speaker":"Aaron Moncur","startTime":2665.5,"endTime":2669.37,"body":"the 80s. Looking out into the"},{"speaker":"Aaron Moncur","startTime":2669.37,"endTime":2673.81,"body":"next 510 years, what what do you"},{"speaker":"Aaron Moncur","startTime":2669.37,"endTime":2673.81,"body":"see as the the next evolutions"},{"speaker":"Aaron Moncur","startTime":2673.87,"endTime":2675.79,"body":"of simulation,"},{"speaker":"Krishna Raichur","startTime":2676.2999999999997,"endTime":2680.65,"body":"I think, where"},{"speaker":"Krishna Raichur","startTime":2676.2999999999997,"endTime":2680.65,"body":"we're heading is really"},{"speaker":"Krishna Raichur","startTime":2682.18,"endTime":2687.07,"body":"artificial intelligence, and so"},{"speaker":"Krishna Raichur","startTime":2682.18,"endTime":2687.07,"body":"called machine learning. Okay."},{"speaker":"Krishna Raichur","startTime":2688.6,"endTime":2699.49,"body":"Where the idea is to, to, to"},{"speaker":"Krishna Raichur","startTime":2688.6,"endTime":2699.49,"body":"feed the years and years of"},{"speaker":"Krishna Raichur","startTime":2699.85,"endTime":2704.2,"body":"experience that people have with"},{"speaker":"Krishna Raichur","startTime":2699.85,"endTime":2704.2,"body":"their models into computers, and"},{"speaker":"Krishna Raichur","startTime":2704.62,"endTime":2709.99,"body":"let the computers kind of come"},{"speaker":"Krishna Raichur","startTime":2704.62,"endTime":2709.99,"body":"up with, you know, answers very,"},{"speaker":"Krishna Raichur","startTime":2709.99,"endTime":2714.16,"body":"very quickly. Okay, so you have"},{"speaker":"Krishna Raichur","startTime":2709.99,"endTime":2714.16,"body":"the potential to solve highly"},{"speaker":"Krishna Raichur","startTime":2714.16,"endTime":2719.02,"body":"complex simulations, in a matter"},{"speaker":"Krishna Raichur","startTime":2714.16,"endTime":2719.02,"body":"of seconds, just because of the"},{"speaker":"Krishna Raichur","startTime":2719.89,"endTime":2725.38,"body":"history that you have. And, and,"},{"speaker":"Krishna Raichur","startTime":2719.89,"endTime":2725.38,"body":"and so on. So, with artificial"},{"speaker":"Krishna Raichur","startTime":2725.65,"endTime":2729.22,"body":"intelligence machine learning, I"},{"speaker":"Krishna Raichur","startTime":2725.65,"endTime":2729.22,"body":"would think that's the, that's"},{"speaker":"Krishna Raichur","startTime":2729.22,"endTime":2734.38,"body":"the next frontier and already,"},{"speaker":"Krishna Raichur","startTime":2729.22,"endTime":2734.38,"body":"you know, we've, we have made"},{"speaker":"Krishna Raichur","startTime":2734.38,"endTime":2737.0499999999997,"body":"some strides in that in that"},{"speaker":"Krishna Raichur","startTime":2734.38,"endTime":2737.0499999999997,"body":"direction."},{"speaker":"Aaron Moncur","startTime":2737.38,"endTime":2740.47,"body":"Very cool. That is"},{"speaker":"Aaron Moncur","startTime":2737.38,"endTime":2740.47,"body":"super exciting. Anything we can"},{"speaker":"Aaron Moncur","startTime":2740.47,"endTime":2743.68,"body":"do to make the work just a"},{"speaker":"Aaron Moncur","startTime":2740.47,"endTime":2743.68,"body":"little bit easier, a little bit"},{"speaker":"Aaron Moncur","startTime":2743.68,"endTime":2748.0,"body":"faster, a little bit more"},{"speaker":"Aaron Moncur","startTime":2743.68,"endTime":2748.0,"body":"straightforward. Okay, well,"},{"speaker":"Aaron Moncur","startTime":2748.0299999999997,"endTime":2751.0299999999997,"body":"Krishna, what, what a pleasure."},{"speaker":"Aaron Moncur","startTime":2748.0299999999997,"endTime":2751.0299999999997,"body":"It's been to speak with you"},{"speaker":"Aaron Moncur","startTime":2751.0299999999997,"endTime":2754.93,"body":"today and hear all about"},{"speaker":"Aaron Moncur","startTime":2751.0299999999997,"endTime":2754.93,"body":"simulation and the different"},{"speaker":"Aaron Moncur","startTime":2754.93,"endTime":2759.25,"body":"tools available to engineers in"},{"speaker":"Aaron Moncur","startTime":2754.93,"endTime":2759.25,"body":"that that category. Is there"},{"speaker":"Aaron Moncur","startTime":2759.25,"endTime":2761.32,"body":"anything else that we haven't"},{"speaker":"Aaron Moncur","startTime":2759.25,"endTime":2761.32,"body":"talked about that you think"},{"speaker":"Aaron Moncur","startTime":2761.32,"endTime":2766.18,"body":"would be useful for engineers,"},{"speaker":"Aaron Moncur","startTime":2761.32,"endTime":2766.18,"body":"engineering teams out there to"},{"speaker":"Aaron Moncur","startTime":2766.27,"endTime":2768.22,"body":"know about simulation?"},{"speaker":"Krishna Raichur","startTime":2768.85,"endTime":2772.33,"body":"I think the"},{"speaker":"Krishna Raichur","startTime":2768.85,"endTime":2772.33,"body":"main thing is, don't be"},{"speaker":"Krishna Raichur","startTime":2772.33,"endTime":2776.0499999999997,"body":"intimidated by simulation. You"},{"speaker":"Krishna Raichur","startTime":2772.33,"endTime":2776.0499999999997,"body":"know, just like today, CAD"},{"speaker":"Krishna Raichur","startTime":2776.0499999999997,"endTime":2779.86,"body":"software computer aided design"},{"speaker":"Krishna Raichur","startTime":2776.0499999999997,"endTime":2779.86,"body":"is is considered an integral"},{"speaker":"Krishna Raichur","startTime":2779.86,"endTime":2788.89,"body":"part of almost any design, type"},{"speaker":"Krishna Raichur","startTime":2779.86,"endTime":2788.89,"body":"work. We Think of simulation as"},{"speaker":"Krishna Raichur","startTime":2788.92,"endTime":2793.7799999999997,"body":"equally, you know, in the same"},{"speaker":"Krishna Raichur","startTime":2788.92,"endTime":2793.7799999999997,"body":"ballpark as computer aided"},{"speaker":"Krishna Raichur","startTime":2793.7799999999997,"endTime":2797.7999999999997,"body":"design or CAD software and so"},{"speaker":"Krishna Raichur","startTime":2793.7799999999997,"endTime":2797.7999999999997,"body":"on. You know, simulations should"},{"speaker":"Krishna Raichur","startTime":2797.7999999999997,"endTime":2801.4,"body":"be in the same category treated"},{"speaker":"Krishna Raichur","startTime":2797.7999999999997,"endTime":2801.4,"body":"in almost in the same category."},{"speaker":"Krishna Raichur","startTime":2801.88,"endTime":2806.17,"body":"Because it's so important, I"},{"speaker":"Krishna Raichur","startTime":2801.88,"endTime":2806.17,"body":"think, to do simulations"},{"speaker":"Krishna Raichur","startTime":2806.2,"endTime":2807.94,"body":"upfront. Terrific."},{"speaker":"Krishna Raichur","startTime":2808.45,"endTime":2834.5499999999997,"body":"Okay. Well, Krishna, how can"},{"speaker":"Krishna Raichur","startTime":2808.45,"endTime":2834.5499999999997,"body":"people get in touch with you?"},{"speaker":"Krishna Raichur","startTime":2812.56,"endTime":2816.919,"body":"Well, they can get in touch with"},{"speaker":"Krishna Raichur","startTime":2812.56,"endTime":2816.919,"body":"us, you know, with our company"},{"speaker":"Krishna Raichur","startTime":2816.988,"endTime":2821.3469999999998,"body":"info at Simutechgroup.com would"},{"speaker":"Krishna Raichur","startTime":2816.988,"endTime":2821.3469999999998,"body":"be one way to get in touch with"},{"speaker":"Krishna Raichur","startTime":2821.416,"endTime":2825.707,"body":"our company. And of course, I am"},{"speaker":"Krishna Raichur","startTime":2821.416,"endTime":2825.707,"body":"on LinkedIn, Krishna Raichur,"},{"speaker":"Krishna Raichur","startTime":2825.776,"endTime":2829.927,"body":"look it up in not very, very"},{"speaker":"Krishna Raichur","startTime":2825.776,"endTime":2829.927,"body":"active on LinkedIn. But I'll be"},{"speaker":"Krishna Raichur","startTime":2829.997,"endTime":2834.91,"body":"glad to interact with anybody"},{"speaker":"Krishna Raichur","startTime":2829.997,"endTime":2834.91,"body":"who would like would like to on LinkedIn."},{"speaker":"Aaron Moncur","startTime":2834.56,"endTime":2835.85,"body":"Terrific. And we"},{"speaker":"Aaron Moncur","startTime":2834.56,"endTime":2835.85,"body":"will put the email address of"},{"speaker":"Aaron Moncur","startTime":2835.85,"endTime":2837.38,"body":"SimuTech as well as the website"},{"speaker":"Aaron Moncur","startTime":2835.85,"endTime":2837.38,"body":"URL and Krishna, your, your"},{"speaker":"Aaron Moncur","startTime":2837.38,"endTime":2839.0,"body":"personal LinkedIn URL in the"},{"speaker":"Aaron Moncur","startTime":2837.38,"endTime":2839.0,"body":"show notes here so everyone will"},{"speaker":"Aaron Moncur","startTime":2839.0299999999997,"endTime":2845.72,"body":"have direct access to that."},{"speaker":"Aaron Moncur","startTime":2839.0299999999997,"endTime":2845.72,"body":"Okay. Well, Krishna, thank you"},{"speaker":"Aaron Moncur","startTime":2851.75,"endTime":2854.7799999999997,"body":"again, so much for being with us"},{"speaker":"Aaron Moncur","startTime":2851.75,"endTime":2854.7799999999997,"body":"today on the being an engineer"},{"speaker":"Aaron Moncur","startTime":2854.7799999999997,"endTime":2855.47,"body":"podcast."},{"speaker":"Krishna Raichur","startTime":2855.7999999999997,"endTime":2856.7599999999998,"body":"Thank you for"},{"speaker":"Krishna Raichur","startTime":2855.7999999999997,"endTime":2856.7599999999998,"body":"having me."},{"speaker":"Aaron Moncur","startTime":2858.86,"endTime":2862.34,"body":"I'm Aaron Moncur,"},{"speaker":"Aaron Moncur","startTime":2858.86,"endTime":2862.34,"body":"founder of pipeline design, and"},{"speaker":"Aaron Moncur","startTime":2862.34,"endTime":2865.37,"body":"engineering. If you liked what"},{"speaker":"Aaron Moncur","startTime":2862.34,"endTime":2865.37,"body":"you heard today, please share"},{"speaker":"Aaron Moncur","startTime":2865.37,"endTime":2868.88,"body":"the episode. To learn how your"},{"speaker":"Aaron Moncur","startTime":2865.37,"endTime":2868.88,"body":"team can leverage our team's"},{"speaker":"Aaron Moncur","startTime":2868.88,"endTime":2872.66,"body":"expertise developing turnkey"},{"speaker":"Aaron Moncur","startTime":2868.88,"endTime":2872.66,"body":"equipment, custom fixtures and"},{"speaker":"Aaron Moncur","startTime":2872.69,"endTime":2876.95,"body":"automated machines and with"},{"speaker":"Aaron Moncur","startTime":2872.69,"endTime":2876.95,"body":"product design, visit us at Team"},{"speaker":"Aaron Moncur","startTime":2876.95,"endTime":2879.71,"body":"pipeline.us. Thanks for"},{"speaker":"Aaron Moncur","startTime":2876.95,"endTime":2879.71,"body":"listening"}]}