On the convergence of physics informed neural networks for linear second-order elliptic and parabolic type PDEs

no code implementations • 3 Apr 2020 • Yeonjong Shin, Jerome Darbon, George Em. Karniadakis

By adapting the Schauder approach and the maximum principle, we show that the sequence of minimizers strongly converges to the PDE solution in $C^0$.