Spectral-Bias and Kernel-Task Alignment in Physically Informed Neural Networks

Inbar Seroussi, Asaf Miron, Zohar Ringel

Physically informed neural networks (PINNs) are a promising emerging method for solving differential equations. As in many other deep learning approaches, the choice of PINN design…