🧠 AI in Engineering, CFD NFTs & Work at

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  • Опубликовано: 15 июл 2024
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    Justin is a Senior AI/ML specialist and Product Manager at ‪@SiemensKnowledgeHub‬ DISW. He has a bachelor's, master's and Ph.D in Mechanical Engineering specializing in Thermofluids.
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    TIME STAMPS
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    0:00 : Intro
    4:22 : Myths about AI for Engineering
    6:41 : Augmenting Engineering Workflows
    8:55 : Engineers are NOT Data Scientists
    12:51 : Justin's AI Journey
    15:07 : Physics-Based vs. Data-Driven Methods
    16:56 : AI + Simulations
    19:41 : Use Case
    26:06 : Synthetic Data for Engineering Applications
    30:44 : Verify and validate AI Algorithms
    35:29 : Extracting Physics from Test Data
    37:04 : Model Deployment - Accuracy Metrics
    41:22 : First projects for Engineers to Delve into AI
    45:52 : CFD NFTs
    47:42 : DallE for Engineers
    49:47 : How to pick an AI business case?
    52:50 : Pain Points of Companies Using AI
    57:25 : Closing remarks
    1:00:15 : How to Stay Up-To-Date with Research
    Podcast Recorded: September, 7th 2022 - Subscriber Release Count: 20,372.

Комментарии • 9

  • @prakharrathore6423
    @prakharrathore6423 Год назад +1

    a heavy podcast in terms of content but definitely a good starting point for CFD engineers beginning to explore ML for their workflows.

    • @JousefM
      @JousefM  Год назад

      Thanks for your comment!

  • @JousefM
    @JousefM  Год назад

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  • @swadeshsuman
    @swadeshsuman Год назад

    It was a very interesting session. Got a lot of inputs regarding AI & ML in CFD. I myself have been trying to get into this but didn't know where to start. So, yeah the session gave me a lot of inputs. Great work !!!
    I request you to share some books or websites or any other platform which can help in getting started in implementing AI & ML in traditional CFD.

    • @JousefM
      @JousefM  Год назад

      Thanks!
      Might write a blog on it soon. Stay tuned.

  • @mostafanouri6377
    @mostafanouri6377 Год назад

  • @saurabhtalele1537
    @saurabhtalele1537 Год назад

    cool

  • @naveedurrahman7875
    @naveedurrahman7875 Год назад

    Which field has more scope you would say CAE or CFD?

    • @JousefM
      @JousefM  Год назад +1

      Depends on what you want to achieve. Both domains are narrow but there's definitely some request for both. Salary-wise you have to do some research but again, it depends on what you want to achieve. If you go for maximum salary, maybe a CFD engineer is the better choice? Only gut feeling here.