Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activations

1 code implementation • 2 May 2024 • Nima Hosseini Dashtbayaz, Ghazal Farhani, Boyu Wang, Charles X. Ling

Specifically, we first show that under certain conditions, the residual loss of PINNs can be globally minimized by a wide neural network.