NN-arbitrary polynomial chaos (NN-aPC): solving forward/inverse stochastic PDEs (sPDEs)

lululxvi / deepxde

A library for scientific machine learning and physics-informed learning

https://deepxde.readthedocs.io

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NN-arbitrary polynomial chaos (NN-aPC): solving forward/inverse stochastic PDEs (sPDEs) #785

Open katayooneshkofti opened 2 years ago

katayooneshkofti commented 2 years ago

I would like to know whether the problems of this paper were solved via deepxde? Beacause you mention this paper as an application of deepxde on your deepxde documentation. But no code is available. I couldn’t reach the corresponding author unfortunately. I really eager to know how these spdes are solved.

lululxvi commented 2 years ago

This paper is a very early paper, and unfortunately we don't have a working example using the current DeepXDE.