Error Estimation for Physics-informed Neural Networks Approximating Semilinear Wave Equations

Beatrice Lorenz, Aras Bacho, Gitta Kutyniok

This paper provides rigorous error bounds for physics-informed neural networks approximating the semilinear wave equation. We provide bounds for the generalization and training err…