Simultaneous CNN Approximation on Manifolds with Applications to Boundary Value Problems

Hanfei Zhou, Lei Shi

This paper develops convolutional neural network (CNN) methods for simultaneous Sobolev approximation and elliptic boundary value problems on compact Riemannian manifolds. We prove…