Convergence Analysis of the Deep Galerkin Method for Weak Solutions

Yuling Jiao, Yanming Lai, Yang Wang +2

This paper analyzes the convergence rate of a deep Galerkin method for the weak solution (DGMW) of second-order elliptic partial differential equations on ${\mathbb{R}}^d$ with Diric…