Accelerating Physics-Informed Neural Network Training with Prior Dictionaries

Wei Peng, Weien Zhou, Jun Zhang +1

Physics-Informed Neural Networks (PINNs) can be regarded as general-purpose PDE solvers, but it might be slow to train PINNs on particular problems, and there is no theoretical gua…