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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Is there a demo/code/model available for Fourier-MIONet? #1758

Open dezenn opened 1 month ago

dezenn commented 1 month ago

I would like to train a neural operator for the case where I have multiple input functions, an input vector of scalar values and multiple output functions. I tried to implement this using the DeepONet model but I can only use two input functions and I run into errors when I set num_output>1 because I do not know which data shape the model expects.

I came across the Fourier-MIONet paper and this seems to be well suited for my case so I wondered if there is any code available, i.e. a way to implement this fairly easy with this library. Thanks in advance.

Best regards Dean