Pointwise Error Estimates for Numerical Physics-Informed Neural Networks

Nivar Anwer, Marien Chenaud, José Alves +1

Physics-informed neural networks are often evaluated by residual losses sampled at finitely many points, which do not by themselves certify pointwise values of a partial differenti…