Physics Informed Neural Networks

A basic introduction to PINNs, or Physics Informed Neural Networks

Пікірлер: 27

  • @behzadranjbar242
    @behzadranjbar2422 жыл бұрын

    Thank you very much. Excellent explanation and understanding of PINNs.

  • @RaviVarma-fo5wm
    @RaviVarma-fo5wm Жыл бұрын

    Thank you for the simple explanation. At 15:16, is the BC fit term correct? I think it should be [y_hat(1) - y1]^2 in the second term, for x=1?

  • @Spiegeldondi
    @Spiegeldondi2 жыл бұрын

    very structured explanation! makes it easy to grasp the essential concepts!

  • @ilyabychkov1166
    @ilyabychkov11662 жыл бұрын

    Thank you! Perfectly explained!

  • @firemario876
    @firemario8762 жыл бұрын

    Thanks for posting this, what a great explanation!

  • @onlyhuman5669
    @onlyhuman5669 Жыл бұрын

    So clearly explained!

  • @himanshugaur9764
    @himanshugaur97648 ай бұрын

    Thank you. Very clear explanation !!

  • @saremnoroozi4740
    @saremnoroozi4740 Жыл бұрын

    Excellent explanation!

  • @qwm1007
    @qwm100710 ай бұрын

    Thank you for your clear explanation

  • @Moonfrog11
    @Moonfrog112 жыл бұрын

    Well explained, thanks

  • @shankyxyz
    @shankyxyz8 ай бұрын

    interesting but I am truly confused about the ability to solve PDEs. without the accompanying function spaces (sobolev spaces etc) not sure how this is to be taken. it will need extensive explanation of the sobolev space approximation and convergence of solutions theory to be developed. anyways nice explanation. Are you Gautam Kapila from 2002 krec batch?

  • @DanielClark-tl5wt
    @DanielClark-tl5wt2 ай бұрын

    Awesome video, thanks

  • @aidaralimbayev993
    @aidaralimbayev9932 жыл бұрын

    Thanks a lot!

  • @neerajdoneria9127
    @neerajdoneria91272 жыл бұрын

    Well explain. Can you plz post any video on hands on building a model with PINN in python.

  • @user-bb6lf4cs3c
    @user-bb6lf4cs3c2 жыл бұрын

    @GautamKapila Do you have an example of notebook using PINN?

  • @muhammadidrees5218
    @muhammadidrees52182 жыл бұрын

    Thanks for sharing

  • @turugasairam2886
    @turugasairam2886 Жыл бұрын

    great talk

  • @blr22
    @blr223 ай бұрын

    Good presentation on the subject, Gautam. Are you doing more videos or do you have a suggested playlist on the subject?

  • @vedantgupta6734
    @vedantgupta67342 жыл бұрын

    Nice terse explanation!

  • @harenderkumar3811
    @harenderkumar38112 жыл бұрын

    Great

  • @Weikun-jz2tl
    @Weikun-jz2tl2 жыл бұрын

    Thanks

  • @abhraboral_educator
    @abhraboral_educator2 жыл бұрын

    HOW ARE THE COLLOCATION POINTS TAKEN

  • @nimra4257
    @nimra42573 ай бұрын

    Thabk you for the explanation, but there are many loop holes in the video. In cade of ODE and PDE you have not explained what will be the input , will it be discrete values ? You have not explained the difference between solving an ODE / PDE with PINN and DNN.

  • @alexandren.9346
    @alexandren.93462 жыл бұрын

    I still don't understand what theta stands for. Can someone help?

  • @abruptcall

    @abruptcall

    2 жыл бұрын

    a vector of the parameters (i.e. weights) of the NN

  • @nkumarmits
    @nkumarmits2 жыл бұрын

    Do you have LinkedIn profile? please connect

  • @douradesh
    @douradesh Жыл бұрын

    would you like to help me solve a inverse heat transfer problem using PINN? send me a message, please