How To Become A CFD Engineer by Kade Beck
How To Become A CFD Engineer by Kade Beck
  • 51
  • 37 769
How To Become A CFD Engineer: EP 019: Patrick Roache | Learning CFD: Career Advice and V&V
How I can help you 👇
================
Are you sick of submitting applications online?
Check out my CAE Job Search Course:
kadejbeck.ck.page/profile
================
✉️ My free CAE Newsletter: kadejbeck.ck.page/aaddae1a5e
Subscribe for more free videos: www.youtube.com/@HOW-TO-BECOME-A-CFD-ENGINEER?sub_confirmation=1
"These days it is common to see a complicated flow field, predicted with all the right general features and displayed in glorious detail that looks like the real thing. Results viewed in this way take on an air of authority out of proportion to their accuracy."
"CFD is far from perfect, its capabilities are often overrated, and it can mislead us if we let it. But it is such a powerful tool that there is *no way the modern practice of aerodynamics could get along without it.*"
-Doug McLean from Understanding Aerodynamics: Arguing from the Real Physics
🌏 Download Patrick’s Verification and Validation Textbook for free here:
web.tecnico.ulisboa.pt/ist12278/MARIN_IST_VV/files/FVV_Roache_2009.pdf
🔗 Kade’s LinkedIn Profile: www.linkedin.com/in/kade-j-beck/
CONTACT:
-----------------
Do you have any feedback about the podcast? Want to recommend future episodes? Send an email to podcast@cfd4industry.com.
TIME STAMPS
-----------------------
00:00 Introduction and Early Career
00:45 Interview with Dr. Patrick Roache
01:44 Verification and Validation in CFD
02:14 Challenges in Early Computational Work
04:42 The Turbulence Olympics
09:23 Establishing Standards in Numerical Fluid Dynamics
13:09 The Grid Convergence Index
22:36 Impact of the 1975 Chapman, Mark, and Pirtle Article
29:34 Challenges in Aerodynamic Drag Calculation
30:26 The Need for High-Quality Wind Tunnels
30:59 Philosophy of Experimental Validation
34:28 Symbolic Manipulation in Early AI
37:43 Expert Systems and AI in Jeopardy
39:39 Critiques of Modern AI
50:29 Reflections on a Career in CFD
55:20 Final Words of Wisdom
Podcast Recorded: July 2, 2024; Subscriber release count: 1808
zhlédnutí: 259

Video

How To Become A CFD Engineer: EP 018: Patrick Roache | Learning CFD: A pioneer's perspective
zhlédnutí 515Před dnem
How I can help you 👇 Are you sick of submitting applications online? Check out my CAE Job Search Course: kadejbeck.ck.page/profile ✉️ My free CAE Newsletter: kadejbeck.ck.page/aaddae1a5e Subscribe for more free videos: www.youtube.com/@HOW-TO-BECOME-A-CFD-ENGINEER?sub_confirmation=1 🌏 Download Patrick’s Verification and Validation Textbook for free here: web.tecnico.ulisboa.pt/ist12278/MARIN_IS...
How To Become A CFD Engineer: EP 017: Jousef Murad | Jousef's story: Building a brand and business
zhlédnutí 260Před 14 dny
How I can help you 👇 Are you sick of submitting applications online? Check out my CAE Job Search Course: kadejbeck.ck.page/profile ✉️ My free CAE Newsletter: kadejbeck.ck.page/aaddae1a5e Subscribe for more free videos: www.youtube.com/@HOW-TO-BECOME-A-CFD-ENGINEER?sub_confirmation=1 🌏 Apex: www.linkedin.com/in/jousefmurad/?originalSubdomain=nl 🔗 Jousef’s LinkedIn Profile:www.linkedin.com/in/jou...
How To Become A CFD Engineer: EP 016: Dominique Madier | Practical FEA: From Theory to Application
zhlédnutí 261Před 21 dnem
How I can help you 👇 Are you sick of submitting applications online? Check out my CAE Job Search Course: kadejbeck.ck.page/profile ✉️ My free CAE Newsletter: kadejbeck.ck.page/aaddae1a5e Subscribe for more free videos: www.youtube.com/@HOW-TO-BECOME-A-CFD-ENGINEER?sub_confirmation=1 🌏 FEA Academy: www.fea-academy.com/ 📕 Practical FEA Book: www.fea-academy.com/index.php/the-book 🔗 Dominique’s Li...
How To Become A CFD Engineer: EP 015: Timofey Mukha | Turbulence and CFD Research
zhlédnutí 503Před měsícem
How To Become A CFD Engineer: EP 015: Timofey Mukha | Turbulence and CFD Research
How To Become A CFD Engineer: EP 014: John Chawner | 39 Years of CFD: Lessons Learned
zhlédnutí 822Před měsícem
How To Become A CFD Engineer: EP 014: John Chawner | 39 Years of CFD: Lessons Learned
How To Become A CFD Engineer: EP 013: Ben Turner | How to build a profitable CFD business
zhlédnutí 369Před měsícem
How To Become A CFD Engineer: EP 013: Ben Turner | How to build a profitable CFD business
How To Become A CFD Engineer: EP 012: Peter Lyu | Become A CFD Engineer: Quantify the Value of CFD
zhlédnutí 1,1KPřed měsícem
How To Become A CFD Engineer: EP 012: Peter Lyu | Become A CFD Engineer: Quantify the Value of CFD
How To Become A CFD Engineer: EP 011: Justin Hodges | ML for CFD: A how to guide for beginners
zhlédnutí 556Před 2 měsíci
How To Become A CFD Engineer: EP 011: Justin Hodges | ML for CFD: A how to guide for beginners
How To Become A CFD Engineer: EP 010: Jeff Franklin | How to write CFD code: Lessons learned
zhlédnutí 1,3KPřed 2 měsíci
How To Become A CFD Engineer: EP 010: Jeff Franklin | How to write CFD code: Lessons learned
How To Become A CFD Engineer: EP 009: Chennakesava Kadapa | FSI and ML For CFD
zhlédnutí 1KPřed 2 měsíci
How To Become A CFD Engineer: EP 009: Chennakesava Kadapa | FSI and ML For CFD
How To Become A CFD Engineer: EP 008: Akshai Runchal | How to Become a CFD Engineer
zhlédnutí 2,3KPřed 3 měsíci
How To Become A CFD Engineer: EP 008: Akshai Runchal | How to Become a CFD Engineer
How To Become A CFD Engineer: EP 007: Mohamed Aly Sayed | Aston Martin F1 CFD: Mo's CFD journey
zhlédnutí 601Před 4 měsíci
How To Become A CFD Engineer: EP 007: Mohamed Aly Sayed | Aston Martin F1 CFD: Mo's CFD journey
How To Become A CFD Engineer: EP 006: Stewart Bible | How to build a CFD business
zhlédnutí 212Před 4 měsíci
How To Become A CFD Engineer: EP 006: Stewart Bible | How to build a CFD business
How To Become A CFD Engineer: EP 005: Wim Audenaert | A CFD blueprint to build an innovative company
zhlédnutí 246Před 4 měsíci
How To Become A CFD Engineer: EP 005: Wim Audenaert | A CFD blueprint to build an innovative company
How To Become A CFD Engineer | EP 004: Kanchan Garg
zhlédnutí 1KPřed 9 měsíci
How To Become A CFD Engineer | EP 004: Kanchan Garg
How To Become A CFD Engineer | EP 003: Julio Mendez
zhlédnutí 1,4KPřed 10 měsíci
How To Become A CFD Engineer | EP 003: Julio Mendez
How To Become A CFD Engineer | EP 002: Abhishek Chopra
zhlédnutí 419Před 11 měsíci
How To Become A CFD Engineer | EP 002: Abhishek Chopra
How To Become A CFD Engineer | EP 001: Shitiz Sehgal
zhlédnutí 792Před 11 měsíci
How To Become A CFD Engineer | EP 001: Shitiz Sehgal

Komentáře

  • @FOSSCADandCFD-bz6us

    I want to extend my heartfelt thanks to you and Patrick Roache for this enlightening episode. I particularly appreciate Patrick's remark that individuals with theoretical backgrounds are often very clever, even though they might not fully grasp the practical aspects of CFD initially. This feedback is encouraging and fuels enthusiasm for those wanting to learn CFD, even when they find themselves unable to understand some aspects, especially at the beginning of their learning journey. Thank you!

    • @HOW-TO-BECOME-A-CFD-ENGINEER
      @HOW-TO-BECOME-A-CFD-ENGINEER Před 5 dny

      I'm so glad Patrick was willing to share so many insightful experiences and glad they resonated with you! Best of luck on your CFD journey!

    • @FOSSCADandCFD-bz6us
      @FOSSCADandCFD-bz6us Před 5 dny

      Continuing from the previous comment, I would like to know if the developers of the conservation equations, such as the continuity and momentum equations-from Euler to Navier and Stokes-relied on experimentation or if they exclusively used theoretical methods to develop these formulas.

  • @stanlysteinberg9656

    I worked with Pat for a few years on computational methods. Great fun:)

  • @lenschwer6907
    @lenschwer6907 Před 7 dny

    I had the honor of meeting Pat in the early 2000’s at the formation of the ASME V&V Standards Committee on Solid Mechanics. Pat’s guidance and participation in that standards effort lent the committee instant credibility and enhanced the committee’s first standards document. Pat is a most generous person, both professionally and personally. A bit of insight into the this Renaissance man can be had by reading his co-authored book “At Sea At Sixty: Reflections from a Round the World Voyage.”

    • @HOW-TO-BECOME-A-CFD-ENGINEER
      @HOW-TO-BECOME-A-CFD-ENGINEER Před 5 dny

      "Pat is a most generous person, both professionally and personally." Amen. What an example. If more people were like Pat, the world would be a better place.

  • @JoeLister-Symonds
    @JoeLister-Symonds Před 10 dny

    This and Dr Runchal are my favorites so far, looking forward to part 2! Would be nice to be able to access these through Spotify

  • @ankurhaldar909
    @ankurhaldar909 Před 11 dny

    Thanks for the channel sir

    • @HOW-TO-BECOME-A-CFD-ENGINEER
      @HOW-TO-BECOME-A-CFD-ENGINEER Před 11 dny

      You're welcome, @ankurhaldar909! if you'd be willing to share it with others, that always helps more people find it (:

  • @OzlemILDAY
    @OzlemILDAY Před 12 dny

    Thank you very much for this conversation. It is very exciting to listen to Mr.Roache and the early days of CFD. As an aeronautical engineer with Ph.D., I came to know him in the early 1990s through his and P.Mueller's 1970 article titled "Numerical Solutions of Laminar Separated Flows" published in AIAA. After all these years, it made me very happy to see and listen to someone whose name and work I only know and therefore I respect. I can't wait to watch the rest of the conversation.

  • @FOSSCADandCFD-bz6us
    @FOSSCADandCFD-bz6us Před 14 dny

    Thank you for this podcast. I thoroughly enjoyed the topics discussed, the questions posed, and the insightful responses and advice provided by Youcef.

  • @bwowekeith4472
    @bwowekeith4472 Před 16 dny

    Thank you for the podcast

    • @HOW-TO-BECOME-A-CFD-ENGINEER
      @HOW-TO-BECOME-A-CFD-ENGINEER Před 16 dny

      @bwowekeith4472 thank you so much for telling me!

    • @bwowekeith4472
      @bwowekeith4472 Před 16 dny

      @@HOW-TO-BECOME-A-CFD-ENGINEER Actually just found out that you did civil engineering. I have also just finished my civil engineering undergrad degree. My final year project was based on CFD. Glad to find your channel ❤

    • @HOW-TO-BECOME-A-CFD-ENGINEER
      @HOW-TO-BECOME-A-CFD-ENGINEER Před 16 dny

      @@bwowekeith4472 very nice! I'd love to see your project. Send it to podcast@cfd4industry.com (:

  • @paanduvapplications
    @paanduvapplications Před 16 dny

    Great work!

  • @jayaprakash9367
    @jayaprakash9367 Před 17 dny

    I have been following you both! And its really quite interesting that both of them used to take podcasts, I never knew that Jousef will be coming in your podcast and discuss about his startup! Learnt lot from kade as well as Jousef too:

  • @youssefbalhouh4958
    @youssefbalhouh4958 Před 19 dny

    Which Book jousef had mentioned?

    • @HOW-TO-BECOME-A-CFD-ENGINEER
      @HOW-TO-BECOME-A-CFD-ENGINEER Před 17 dny

      Never Split the Difference by Chris Voss? That's the negotiation one. Or did you mean the CFD books at the beginning?

    • @youssefbalhouh4958
      @youssefbalhouh4958 Před 16 dny

      ​@@HOW-TO-BECOME-A-CFD-ENGINEERthere is an other one at 5:50

    • @HOW-TO-BECOME-A-CFD-ENGINEER
      @HOW-TO-BECOME-A-CFD-ENGINEER Před 16 dny

      @@youssefbalhouh4958 Computational Methods for Fluid Dynamics by Ferziger, Peric, and Street. It's an excellent text, I'd recommend getting the 4th edition if you're going to purchase it.

  • @rahulmule6047
    @rahulmule6047 Před 23 dny

    This was amazing 🎉 Thanks Kade for this insightful podcast.

  • @otleon
    @otleon Před 26 dny

    Dominique's advices and best practices are gold, as I already took his courses these have ease the intricated path that learning FEA is, no magic formulas, just trial and error as it has been referred. Thank you both for this great session! 👍

    • @sidhantmakin2164
      @sidhantmakin2164 Před 25 dny

      Even his first book is really good. It's because of him I started to know more about useful cases of FEM in the industry.

    • @HOW-TO-BECOME-A-CFD-ENGINEER
      @HOW-TO-BECOME-A-CFD-ENGINEER Před 24 dny

      So glad you found it useful (: Dominique has so much experience doing the work that the way he teaches is awesome!

    • @HOW-TO-BECOME-A-CFD-ENGINEER
      @HOW-TO-BECOME-A-CFD-ENGINEER Před 24 dny

      @@sidhantmakin2164 his book is fantastic. And he's an excellent teacher!

    • @FEAMastery
      @FEAMastery Před 14 dny

      Thank you guys for the great comments, very appreciated. You give me more energy to continue my mission. Dominique.

  • @HOW-TO-BECOME-A-CFD-ENGINEER

    Upcoming episode with Dominique Madier about FEA simulation

  • @user-vt4gb6qu8i
    @user-vt4gb6qu8i Před měsícem

    Please do podcast with switchblade and darkaero..

  • @HOW-TO-BECOME-A-CFD-ENGINEER

    Please share your feedback here on future episodes or questions you have (:

  • @amremad4801
    @amremad4801 Před měsícem

    Lessons Learned’ has become my go-to inspiration during my daily commute or at my desk today! I wish I can turn it into a book. John Chawner & Kade Beck Cannot be more grateful to share this with us.

    • @HOW-TO-BECOME-A-CFD-ENGINEER
      @HOW-TO-BECOME-A-CFD-ENGINEER Před měsícem

      So glad you found it inspirational, Amr. Stay tuned for the book I'm working on based on these excellent interviews (:

  • @Zoro-qi8vo
    @Zoro-qi8vo Před měsícem

    Great work sir. These podcast are really helpful for students like me who want to pursue their career in cfd.

    • @HOW-TO-BECOME-A-CFD-ENGINEER
      @HOW-TO-BECOME-A-CFD-ENGINEER Před měsícem

      Thank you so much Daim! It's nice to know it's helpful and Julio had lots of good advice to share (:

  • @wajobu
    @wajobu Před měsícem

    I've known John since he was in college (different field)...I'm very glad that we remained in touch with each other, and we've chatted about the ups and downs of our respective companies and families. He beat me to retirement--that rascal!

  • @HOW-TO-BECOME-A-CFD-ENGINEER

    If you found this useful, please let me know what you enjoyed (: or if you have suggestions for future episodes, I'm all ears.

  • @jogdand3410
    @jogdand3410 Před měsícem

    Great content..Kudos Kade!

  • @arminbeitollahi
    @arminbeitollahi Před měsícem

    Thank you very much for this great podcast!

  • @MarrisaL-bs2ch
    @MarrisaL-bs2ch Před měsícem

    Fantastic content

  • @HOW-TO-BECOME-A-CFD-ENGINEER

    I'd love to hear what you found most helpful and what questions/topics you'd like addressed in future episodes! So please comment below or send an email to podcast@cfd4industry.com

  • @sidhantmakin2164
    @sidhantmakin2164 Před měsícem

    Thank you so much Kade. It was a pleasure listening to this podcast

  • @temenow
    @temenow Před měsícem

    As a lead engineer listening to this interview was fascinating than I had expectation. It is quite rare to have such content and I am grateful for your effort Kade! Usually due to the complexity of setting up the model and the processes it might need, design teams unfortunately prefer to go with higher specifications.

    • @HOW-TO-BECOME-A-CFD-ENGINEER
      @HOW-TO-BECOME-A-CFD-ENGINEER Před měsícem

      Thanks @temenow! I'm grateful Peter was willing to join the show. Yes, each industry is unique, but the overall trend is that simulation is getting adopted more and more we'll be forced to be more precise and less "overly conservative."

  • @jayaprakash9367
    @jayaprakash9367 Před měsícem

    I really loved it man:)

  • @pedro-zj7yv
    @pedro-zj7yv Před měsícem

    thank you for offering these interviews. A motivating career for beginners!

  • @user-hv3yr5fm6u
    @user-hv3yr5fm6u Před měsícem

    Minecraft elevator lol

  • @BrakerOfStones
    @BrakerOfStones Před měsícem

    Reminds me of omsi

  • @ColePanike
    @ColePanike Před 2 měsíci

    This looks like the Scott Family Amazeum in Bentonville, AR.

  • @jenjellybeans
    @jenjellybeans Před 2 měsíci

    I NEED THE NAME OF THIS PLACE REALLY BAD

  • @515me
    @515me Před 2 měsíci

    I don't know why... but this made me say "Hell yeah"

  • @ganeshyng5403
    @ganeshyng5403 Před 2 měsíci

    It was a great talk!, as a student it give me some guidance to success in CFD industry.

  • @HOW-TO-BECOME-A-CFD-ENGINEER

    I'd love to hear what you found most helpful and what questions/topics you'd like addressed in future episodes! So please comment below or send an email to podcast@cfd4industry.com

  • @akhil999in
    @akhil999in Před 2 měsíci

    basis of science was verification by independent observers. improved communication reduces independence, which reduces posssibility of scientific verification. mankind might find its research capability reducing bdcause of the ease of communication.

  • @aasheeshbajpai7544
    @aasheeshbajpai7544 Před 2 měsíci

    Mr. Chopra's explanation of quantum computing is on another level. I had the pleasure of meeting him during the ACFD conference in Bangalore, and he truly is awesome. Thanks for the talk.

  • @the24thintrovert
    @the24thintrovert Před 3 měsíci

    Is comsol or ansys fluent used more in indian industries?

    • @HOW-TO-BECOME-A-CFD-ENGINEER
      @HOW-TO-BECOME-A-CFD-ENGINEER Před 2 měsíci

      That's a great question. I'm pretty sure that Fluent has a larger marketshare. But more importantly, I think when you focus on physics first, learning a new interface is much easier when you know what's going on under the hood.

  • @HOW-TO-BECOME-A-CFD-ENGINEER

    Stay updated on my CFD book: kadejbeck.ck.page/aaddae1a5e

  • @meltaweel
    @meltaweel Před 3 měsíci

    Great episode ❤ Thank you for the efforts you have made to make it very smooth.

    • @HOW-TO-BECOME-A-CFD-ENGINEER
      @HOW-TO-BECOME-A-CFD-ENGINEER Před 3 měsíci

      Great guests make for great episodes! Mo has a wealth of experience and I'm so glad he was willing to share with us. Thanks for taking the time to comment, it means a lot!

  • @MRENGINEER18
    @MRENGINEER18 Před 3 měsíci

    That's it what I am looking for in this platform. Thanks for this content ❤love from India🇮🇳

  • @mohamedorsod8276
    @mohamedorsod8276 Před 3 měsíci

    great job Kade, these podcasts are beneficial, so go ahead and please invite Professor Atul Sharma. One of the pioneer CFDs in India.

    • @HOW-TO-BECOME-A-CFD-ENGINEER
      @HOW-TO-BECOME-A-CFD-ENGINEER Před 3 měsíci

      Thanks, Mohamed! That's always encouraging to hear. @mohamedorsod8276 Can you provide an introduction for me to Prof Atul Sharma?

    • @mohamedorsod8276
      @mohamedorsod8276 Před 3 měsíci

      @CFD4Industry , here you go, a short introduction about Sharma. Dr. Atul Sharma, FNAE. Rahul Bajaj Chair Professor and Head, Department of Mechanical Engineering, Indian Institute of Technology, Bombay. Sharma has Published Text-Book on CFD: Springer; Wiley Online Library , Fundamental of Computational Fluid Dynamic Development Application and Analysis. He has published a CZcams channel on video lectures: CFDmadeeasy. Google Scholar Profile: scholar.google.co.in/citations?user=MWPBiAkAAAAJ&hl=e. LinkedIn profile Atul Sharma, FNAE

    • @mohamedorsod8276
      @mohamedorsod8276 Před 3 měsíci

      Dr. Atul Sharma, FNAE. Rahul Bajaj Chair Professor and Head, Department of Mechanical Engineering, Indian Institute of Technology, Bombay. Sharma has Published Text-Book on CFD: Springer; Wiley Online Library , Fundamental of Computational Fluid Dynamic Development Application and Analysis. He has published a CZcams channel on video lectures: CFDmadeeasy. Google Scholar Profile: scholar.google.co.in/citations?user=MWPBiAkAAAAJ&hl=e. Linkedin profile Atul Sharma, FNAE. In the following link, a lecture on CFD for academia and industrial czcams.com/video/DDy9QPhNalk/video.htmlsi=US17g7dIyw_IRmhM

  • @Masuda260
    @Masuda260 Před 3 měsíci

    Hey dear. I saw your CZcams channel. Your channel has many videos but not enough views and subscribers. Your channel should be optimized, your videos are very good but your video optimization is very bad Example: SEO score is zero, no perfect title - description - no SEO friendly tags added, no social media sharing Platform and some in your CZcams channel Settings are not correct. Because of this your video is not reaching the people who are interested and you are not getting enough views, likes and subscriptions Many problems for which your video views and subscribers are not good. As a result, your video views are not affected. You need SEO for your CZcams channel immediately. As a video SEO expert, I look forward to your response. Thank you.

  • @HungPham-eq4wx
    @HungPham-eq4wx Před 3 měsíci

    Great podcast. I feel very related with the research hat and consulting hat in CFD project ^^

    • @HOW-TO-BECOME-A-CFD-ENGINEER
      @HOW-TO-BECOME-A-CFD-ENGINEER Před 3 měsíci

      Thanks for the feedback. I've spent the majority of my career in CFD consulting and Aki hit the nail right on the head.

  • @juliocesarmendezcarvajal7042

    AMAZING KADE; I have no other words !! The way Saplding spotted the problem, "Parabolic equation has no diffusion that propagates upstream." That is accurate, but imagine when they were learning and developing all that knowledge. It may be common sense today but look at it from the eyes of the people developing all this... I worked on parabolized Navier Stokes Equations at the beginning of my PhD and it struck me the simplicity and its resolving power simultaneously! That reminds me about the elliptic nature of disturbance in the BL; I remember I had a discussion with a lecturer many years ago about the nature of signals that trigger transition !! AMAZING !!

    • @HOW-TO-BECOME-A-CFD-ENGINEER
      @HOW-TO-BECOME-A-CFD-ENGINEER Před 3 měsíci

      Thank you so much for your feedback, Julio. Reminds me of this statement from Hirsch's text "As with many ideas which appear simple afterwards, the orginal development required deep understanding of the problems both numerical and physical."

  • @kararkhan9822
    @kararkhan9822 Před 3 měsíci

    Were you able to share the recourses in form of a link here ?

    • @HOW-TO-BECOME-A-CFD-ENGINEER
      @HOW-TO-BECOME-A-CFD-ENGINEER Před 3 měsíci

      I did share a link, but it's no longer active. I've reached out to Abhishek and am waiting to hear back about an updated link.

  • @ashika6565
    @ashika6565 Před 3 měsíci

    Valid insights...

  • @FOSSCADandCFD-bz6us
    @FOSSCADandCFD-bz6us Před 3 měsíci

    That episode was amazing! The creativity of the CFD developers in using pure physics to describe complex phenomena is truly inspiring. Thank you very much!

  • @derejearijamo9118
    @derejearijamo9118 Před 3 měsíci

    I enjoyed our discussion very much. For the next sessions, I recommend that 1. It would be great to have an expert working on CFD and AI (ML) together, most likely on flow past over airfoils, cylinders, etc., 2. CFD and parallel computation Thank you.

  • @johnkhooweijuan
    @johnkhooweijuan Před 3 měsíci

    I think what resonated with me was the distinction between being a scientist and an engineer. Which is the difference between good enough to solve problems vs state of the art accuracy. Sometimes there can be frustration from CAE simulation engineers in small teams dealing with both method development and production pipelines, that designers do not care enough to understand the physics and limitations behind the insights given to them, they just expect an answer of go/no-go. When designs have less margins due to cost and efficiency reasons, models which were previously sufficiently accurate suddenly need improvement and this is where engineers need to put on scientist hats to figure things out. I think ability to adapt to this role switch is important to have in a career in this field.

    • @HOW-TO-BECOME-A-CFD-ENGINEER
      @HOW-TO-BECOME-A-CFD-ENGINEER Před 3 měsíci

      Yes, the scientist improves the enigneer's tools and the engineer can focus the scientist's effort!