$H^2(\Omega )$ A Priori Error Bounds for Boundary-Adapted PINNs Solving Elliptic Dirichlet Problems

Nathanael Tepakbong, Jun Fan, Xiang Zhou +1

We study the numerical resolution of uniformly elliptic Dirichlet boundary value problems (BVPs) by minimization of the PDE residual over a hypothesis space of Neural Networks made…