Neural network approximation in discrete dual norms with adaptive test spaces

Tanakorn Udomworarat, Ignacio Brevis, Kristoffer G. van der Zee +1

In robust variational physics-informed neural networks (RVPINNs), the loss function is formulated in terms of the Riesz representative of the variational residual within a discrete…