Benchmarking Physics-Informed Neural Networks and Boundary Elements Methods for Wave Scattering

Oscar Rincón-Cardeno, Gregorio Pérez Bernal, Silvana Montoya Noguera +1

This study compares the Boundary Element Method (BEM) and Physics-Informed Neural Networks (PINNs) for solving the two-dimensional Helmholtz equation in wave scattering problems. T…