NeuralPDE.jl
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Deep Ritz method
https://arxiv.org/pdf/1710.00211.pdf
Hey @ChrisRackauckas , I would like to work on this. Commenting just to confirm no one else is already here. :)
Yes, no one that I know of is working on this. It's hard to know if it can be applied generally though: Deep Galerkin might be a better starting point.
Sorry, got a little busy somewhere. Whoaa! This is such a nice report, thanks for this! I will start with Deep Galerkin and keep you updated.