Plane-Wave Decomposition and Randomised Training; a Novel Path to Generalised PINNs for SHM

Rory Clements, James Ellis, Geoff Hassall +2

In this paper, we introduce a formulation of Physics-Informed Neural Networks (PINNs), based on learning the form of the Fourier decomposition, and a training methodology based on…