NeuralPDE.jl
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PDE-NET
https://arxiv.org/pdf/1710.09668.pdf
Hi Chris, interesting paper. The authors have also released an improved design PDE-NET 2.0, where the authors claim to also predict the analytic form of the PDE with good accuracy.
I would like to work on this issue.