Physics Informed Neural Networks
20:10
Пікірлер
@DanielClark-tl5wt
@DanielClark-tl5wt 5 ай бұрын
Awesome video, thanks
@nimra4257
@nimra4257 6 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.
@blr22
@blr22 7 ай бұрын
Good presentation on the subject, Gautam. Are you doing more videos or do you have a suggested playlist on the subject?
@himanshugaur9764
@himanshugaur9764 11 ай бұрын
Thank you. Very clear explanation !!
@shankyxyz
@shankyxyz 11 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?
@qwm1007
@qwm1007 Жыл бұрын
Thank you for your clear explanation
@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?
@saremnoroozi4740
@saremnoroozi4740 Жыл бұрын
Excellent explanation!
@onlyhuman5669
@onlyhuman5669 Жыл бұрын
So clearly explained!
@douradesh
@douradesh 2 жыл бұрын
would you like to help me solve a inverse heat transfer problem using PINN? send me a message, please
@turugasairam2886
@turugasairam2886 2 жыл бұрын
great talk
@behzadranjbar242
@behzadranjbar242 2 жыл бұрын
Thank you very much. Excellent explanation and understanding of PINNs.
@abhraboral_educator
@abhraboral_educator 2 жыл бұрын
HOW ARE THE COLLOCATION POINTS TAKEN
@ilyabychkov1166
@ilyabychkov1166 2 жыл бұрын
Thank you! Perfectly explained!
@alexandren.9346
@alexandren.9346 2 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
@Spiegeldondi
@Spiegeldondi 2 жыл бұрын
very structured explanation! makes it easy to grasp the essential concepts!
@neerajdoneria9127
@neerajdoneria9127 2 жыл бұрын
Well explain. Can you plz post any video on hands on building a model with PINN in python.
@aidaralimbayev993
@aidaralimbayev993 2 жыл бұрын
Thanks a lot!
@vedantgupta6734
@vedantgupta6734 2 жыл бұрын
Nice terse explanation!
@nkumarmits
@nkumarmits 2 жыл бұрын
Do you have LinkedIn profile? please connect
@muhammadidrees5218
@muhammadidrees5218 2 жыл бұрын
Thanks for sharing
@Moonfrog11
@Moonfrog11 2 жыл бұрын
Well explained, thanks
@user-bb6lf4cs3c
@user-bb6lf4cs3c 2 жыл бұрын
@GautamKapila Do you have an example of notebook using PINN?
@harenderkumar3811
@harenderkumar3811 2 жыл бұрын
Great
@Weikun-jz2tl
@Weikun-jz2tl 2 жыл бұрын
Thanks
@rainie_876
@rainie_876 2 жыл бұрын
Thanks for posting this, what a great explanation!