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Published 20 hours ago • verified publisher icon SciML

New regularization schemes for improving PINN convergence

Open ChrisRackauckas opened this issue 2 years ago • 1 comments

https://proceedings.neurips.cc/paper/2021/file/df438e5206f31600e6ae4af72f2725f1-Paper.pdf

ChrisRackauckas avatar Nov 30 '21 15:11 ChrisRackauckas

We could probably automate the sequence-to-sequence learning with NeuralAdapter https://neuralpde.sciml.ai/dev/pinn/neural_adapter/#Domain-decomposition

Not sure how we could implement the learning convection properly but it would definitely be an interesting project.

killah-t-cell avatar Nov 30 '21 16:11 killah-t-cell