Robust Variational Physics-Informed Neural Networks

Sergio Rojas, Paweł Maczuga, Judit Muñoz-Matute +2

We introduce a Robust version of the Variational Physics-Informed Neural Networks method (RVPINNs). As in VPINNs, we define the quadratic loss functional in terms of a Petrov-Galer…