How To Become A CFD Engineer by Kade Beck
How To Become A CFD Engineer by Kade Beck
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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
มุมมอง: 217

วีดีโอ

How To Become A CFD Engineer: EP 018: Patrick Roache | Learning CFD: A pioneer's perspective
มุมมอง 470วันที่ผ่านมา
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
มุมมอง 25314 วันที่ผ่านมา
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...
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มุมมอง 25521 วันที่ผ่านมา
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...
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ความคิดเห็น

  • @FOSSCADandCFD-bz6us
    @FOSSCADandCFD-bz6us 3 วันที่ผ่านมา

    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 3 วันที่ผ่านมา

      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 3 วันที่ผ่านมา

      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
    @stanlysteinberg9656 5 วันที่ผ่านมา

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

  • @lenschwer6907
    @lenschwer6907 5 วันที่ผ่านมา

    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 3 วันที่ผ่านมา

      "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 8 วันที่ผ่านมา

    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

    • @HOW-TO-BECOME-A-CFD-ENGINEER
      @HOW-TO-BECOME-A-CFD-ENGINEER 8 วันที่ผ่านมา

      That's a request I keep getting. Looking at getting these syndicated to major podcast providers (:

  • @ankurhaldar909
    @ankurhaldar909 9 วันที่ผ่านมา

    Thanks for the channel sir

    • @HOW-TO-BECOME-A-CFD-ENGINEER
      @HOW-TO-BECOME-A-CFD-ENGINEER 9 วันที่ผ่านมา

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

  • @OzlemILDAY
    @OzlemILDAY 10 วันที่ผ่านมา

    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.

    • @HOW-TO-BECOME-A-CFD-ENGINEER
      @HOW-TO-BECOME-A-CFD-ENGINEER 9 วันที่ผ่านมา

      Very neat connection to Dr. Roache. Thanks for sharing! I hope you enjoy part 2!

  • @FOSSCADandCFD-bz6us
    @FOSSCADandCFD-bz6us 13 วันที่ผ่านมา

    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 14 วันที่ผ่านมา

    Thank you for the podcast

    • @HOW-TO-BECOME-A-CFD-ENGINEER
      @HOW-TO-BECOME-A-CFD-ENGINEER 14 วันที่ผ่านมา

      @bwowekeith4472 thank you so much for telling me!

    • @bwowekeith4472
      @bwowekeith4472 14 วันที่ผ่านมา

      @@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 14 วันที่ผ่านมา

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

  • @paanduvapplications
    @paanduvapplications 15 วันที่ผ่านมา

    Great work!

  • @jayaprakash9367
    @jayaprakash9367 16 วันที่ผ่านมา

    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:

    • @HOW-TO-BECOME-A-CFD-ENGINEER
      @HOW-TO-BECOME-A-CFD-ENGINEER 15 วันที่ผ่านมา

      So glad to hear you've found the content useful (: Jousef has been doing a lot for a long time!

  • @youssefbalhouh4958
    @youssefbalhouh4958 17 วันที่ผ่านมา

    Which Book jousef had mentioned?

    • @HOW-TO-BECOME-A-CFD-ENGINEER
      @HOW-TO-BECOME-A-CFD-ENGINEER 15 วันที่ผ่านมา

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

    • @youssefbalhouh4958
      @youssefbalhouh4958 15 วันที่ผ่านมา

      ​@@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 14 วันที่ผ่านมา

      @@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 22 วันที่ผ่านมา

    This was amazing 🎉 Thanks Kade for this insightful podcast.

  • @otleon
    @otleon 24 วันที่ผ่านมา

    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 23 วันที่ผ่านมา

      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 22 วันที่ผ่านมา

      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 22 วันที่ผ่านมา

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

    • @FEAMastery
      @FEAMastery 12 วันที่ผ่านมา

      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
    @HOW-TO-BECOME-A-CFD-ENGINEER 28 วันที่ผ่านมา

    Upcoming episode with Dominique Madier about FEA simulation

  • @user-vt4gb6qu8i
    @user-vt4gb6qu8i หลายเดือนก่อน

    Please do podcast with switchblade and darkaero..

    • @HOW-TO-BECOME-A-CFD-ENGINEER
      @HOW-TO-BECOME-A-CFD-ENGINEER หลายเดือนก่อน

      Thanks for the suggestion! You wouldn't happen to have any contacts at either of those companies, would you?

    • @user-vt4gb6qu8i
      @user-vt4gb6qu8i 28 วันที่ผ่านมา

      @@HOW-TO-BECOME-A-CFD-ENGINEERI am sorry I don't have any contacts there.

    • @HOW-TO-BECOME-A-CFD-ENGINEER
      @HOW-TO-BECOME-A-CFD-ENGINEER 28 วันที่ผ่านมา

      @@user-vt4gb6qu8i no problem. I'll see what I can do (:

  • @HOW-TO-BECOME-A-CFD-ENGINEER
    @HOW-TO-BECOME-A-CFD-ENGINEER หลายเดือนก่อน

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

  • @amremad4801
    @amremad4801 หลายเดือนก่อน

    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 หลายเดือนก่อน

      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 หลายเดือนก่อน

    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 หลายเดือนก่อน

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

  • @wajobu
    @wajobu หลายเดือนก่อน

    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
    @HOW-TO-BECOME-A-CFD-ENGINEER หลายเดือนก่อน

    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 หลายเดือนก่อน

    Great content..Kudos Kade!

  • @arminbeitollahi
    @arminbeitollahi หลายเดือนก่อน

    Thank you very much for this great podcast!

  • @MarrisaL-bs2ch
    @MarrisaL-bs2ch หลายเดือนก่อน

    Fantastic content

  • @HOW-TO-BECOME-A-CFD-ENGINEER
    @HOW-TO-BECOME-A-CFD-ENGINEER หลายเดือนก่อน

    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 หลายเดือนก่อน

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

  • @temenow
    @temenow หลายเดือนก่อน

    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 หลายเดือนก่อน

      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 หลายเดือนก่อน

    I really loved it man:)

  • @pedro-zj7yv
    @pedro-zj7yv หลายเดือนก่อน

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

  • @user-hv3yr5fm6u
    @user-hv3yr5fm6u หลายเดือนก่อน

    Minecraft elevator lol

  • @BrakerOfStones
    @BrakerOfStones หลายเดือนก่อน

    Reminds me of omsi

  • @ColePanike
    @ColePanike หลายเดือนก่อน

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

  • @jenjellybeans
    @jenjellybeans หลายเดือนก่อน

    I NEED THE NAME OF THIS PLACE REALLY BAD

  • @515me
    @515me หลายเดือนก่อน

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

  • @ganeshyng5403
    @ganeshyng5403 2 หลายเดือนก่อน

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

  • @HOW-TO-BECOME-A-CFD-ENGINEER
    @HOW-TO-BECOME-A-CFD-ENGINEER 2 หลายเดือนก่อน

    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 2 หลายเดือนก่อน

    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.

    • @HOW-TO-BECOME-A-CFD-ENGINEER
      @HOW-TO-BECOME-A-CFD-ENGINEER 2 หลายเดือนก่อน

      I don't know that I see improved communication inextricably linked to reduced verification.

  • @aasheeshbajpai7544
    @aasheeshbajpai7544 2 หลายเดือนก่อน

    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 2 หลายเดือนก่อน

    Is comsol or ansys fluent used more in indian industries?

    • @HOW-TO-BECOME-A-CFD-ENGINEER
      @HOW-TO-BECOME-A-CFD-ENGINEER 2 หลายเดือนก่อน

      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
    @HOW-TO-BECOME-A-CFD-ENGINEER 3 หลายเดือนก่อน

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

  • @meltaweel
    @meltaweel 3 หลายเดือนก่อน

    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 3 หลายเดือนก่อน

      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 3 หลายเดือนก่อน

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

  • @mohamedorsod8276
    @mohamedorsod8276 3 หลายเดือนก่อน

    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 3 หลายเดือนก่อน

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

    • @mohamedorsod8276
      @mohamedorsod8276 3 หลายเดือนก่อน

      @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 TH-cam channel on video lectures: CFDmadeeasy. Google Scholar Profile: scholar.google.co.in/citations?user=MWPBiAkAAAAJ&hl=e. LinkedIn profile Atul Sharma, FNAE

    • @mohamedorsod8276
      @mohamedorsod8276 3 หลายเดือนก่อน

      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 TH-cam 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 th-cam.com/video/DDy9QPhNalk/w-d-xo.htmlsi=US17g7dIyw_IRmhM

  • @Masuda260
    @Masuda260 3 หลายเดือนก่อน

    Hey dear. I saw your TH-cam 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 TH-cam 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 TH-cam channel immediately. As a video SEO expert, I look forward to your response. Thank you.

  • @HungPham-eq4wx
    @HungPham-eq4wx 3 หลายเดือนก่อน

    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 3 หลายเดือนก่อน

      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
    @juliocesarmendezcarvajal7042 3 หลายเดือนก่อน

    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 3 หลายเดือนก่อน

      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 3 หลายเดือนก่อน

    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 3 หลายเดือนก่อน

      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 3 หลายเดือนก่อน

    Valid insights...

  • @FOSSCADandCFD-bz6us
    @FOSSCADandCFD-bz6us 3 หลายเดือนก่อน

    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 3 หลายเดือนก่อน

    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 3 หลายเดือนก่อน

    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 3 หลายเดือนก่อน

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