Adaptive Self-supervision Algorithms for Physics-informed Neural Networks

Shashank Subramanian, Robert M. Kirby, Michael W. Mahoney +1

Physics-informed neural networks (PINNs) incorporate physical knowledge from the problem domain as a soft constraint on the loss function, but recent work has shown that this can l…