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lululxvi / deepxde

A library for scientific machine learning and physics-informed learning
https://deepxde.readthedocs.io
GNU Lesser General Public License v2.1
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Physics-informed DeepONet Demo #1308

Open WenxSong opened 1 year ago

WenxSong commented 1 year ago

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.

samuelburbulla commented 1 year ago

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

WenxSong commented 1 year ago

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