Reference
Limitations of physics informed machine learning for nonlinear two-phase transport inn porous media, Olga Fuks, Hamdi A. Tchelepi. Journal of Machine Learning for Modeling and Computing(2020)

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Solving PDEs With Neural Networks

We discuss some current trends in applying ML to the solution of differential equations, and the difficulties faced. We focus on a family of …

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