Repulsive Ensembles for Bayesian Inference in Physics-informed Neural Networks

Philipp Pilar, Markus Heinonen, Niklas Wahlström

Physics-informed neural networks (PINNs) have proven an effective tool for solving differential equations, in particular when considering non-standard or ill-posed settings. When i…