Solving the wave equation with physics-informed deep learning

Ben Moseley, Andrew Markham, Tarje Nissen-Meyer

We investigate the use of Physics-Informed Neural Networks (PINNs) for solving the wave equation. Whilst PINNs have been successfully applied across many physical systems, the wave…