Numerical Methods For PDEs Over Manifolds Using Spectral Physics Informed Neural Networks

Yuval Zelig, Shai Dekel

We introduce an approach for solving PDEs over manifolds using physics informed neural networks whose architecture aligns with spectral methods. The networks are trained to take in…