Enhancing training of physics-informed neural networks using domain-decomposition based preconditioning strategies

Alena Kopaničáková, Hardik Kothari, George Em Karniadakis +1

We propose to enhance the training of physics-informed neural networks (PINNs). To this aim, we introduce nonlinear additive and multiplicative preconditioning strategies for the w…