Learning Specialized Activation Functions for Physics-informed Neural Networks

Honghui Wang, Lu Lu, Shiji Song +1

Physics-informed neural networks (PINNs) are known to suffer from optimization difficulty. In this work, we reveal the connection between the optimization difficulty of PINNs and a…