A basic introduction to PINNs, or Physics Informed Neural Networks
Пікірлер: 27
@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?
@shankyxyz11 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?
@behzadranjbar2422 жыл бұрын
Thank you very much. Excellent explanation and understanding of PINNs.
@neerajdoneria91272 жыл бұрын
Well explain. Can you plz post any video on hands on building a model with PINN in python.
@Spiegeldondi2 жыл бұрын
very structured explanation! makes it easy to grasp the essential concepts!
@himanshugaur976411 ай бұрын
Thank you. Very clear explanation !!
@DanielClark-tl5wt5 ай бұрын
Awesome video, thanks
@user-bb6lf4cs3c2 жыл бұрын
@GautamKapila Do you have an example of notebook using PINN?
@qwm1007 Жыл бұрын
Thank you for your clear explanation
@rainie_8762 жыл бұрын
Thanks for posting this, what a great explanation!
@Moonfrog112 жыл бұрын
Well explained, thanks
@vedantgupta67342 жыл бұрын
Nice terse explanation!
@muhammadidrees52182 жыл бұрын
Thanks for sharing
@aidaralimbayev9932 жыл бұрын
Thanks a lot!
@nimra42576 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.
@Weikun-jz2tl2 жыл бұрын
Thanks
@douradesh2 жыл бұрын
would you like to help me solve a inverse heat transfer problem using PINN? send me a message, please
@nkumarmits2 жыл бұрын
Do you have LinkedIn profile? please connect
@blr227 ай бұрын
Good presentation on the subject, Gautam. Are you doing more videos or do you have a suggested playlist on the subject?
@abhraboral_educator2 жыл бұрын
HOW ARE THE COLLOCATION POINTS TAKEN
@saremnoroozi4740 Жыл бұрын
Excellent explanation!
@ilyabychkov11662 жыл бұрын
Thank you! Perfectly explained!
@onlyhuman5669 Жыл бұрын
So clearly explained!
@turugasairam28862 жыл бұрын
great talk
@alexandren.93462 жыл бұрын
I still don't understand what theta stands for. Can someone help?
@abruptcall2 жыл бұрын
a vector of the parameters (i.e. weights) of the NN