RRaPINNs: Residual Risk-Aware Physics Informed Neural Networks

Ange-Clément Akazan, Issa Karambal, Jean Medard Ngnotchouye +1

Physics-informed neural networks (PINNs) typically minimize average residuals, which can conceal large, localized errors. We propose Residual Risk-Aware Physics-Informed Neural Net…