deepxde icon indicating copy to clipboard operation
deepxde copied to clipboard

Published 20 hours ago • verified publisher icon lululxvi

Physics-informed DeepONet Demo

Open WenxSong opened this issue 1 year ago • 2 comments

Dear Prof. Lu, I am a beginner of DeepONet. Is there any chance to see a demo of PI-DeepONet written using deepxde? Thank you very much.

WenxSong avatar May 10 '23 03:05 WenxSong

Hi @WenhsiangSung, hi @lululxvi,

I was just working on such an example and would like to contribute it to the documentation!

Please refer to #1311.

The example trains a physics-informed DeepONet for a one-dimensional Poisson equation where the input to the operator is the source term. In my opinion, this is a MWE for such kind of problem.

Happy to hear about your opinion and any suggestions!

Best, Samuel

samuelburbulla avatar May 10 '23 13:05 samuelburbulla

Thx a lot! @samuelburbulla
I will try this demo and give you some feedback!

WenxSong avatar May 11 '23 00:05 WenxSong