The importance of tensor handling and implementation of physics-informed DeepONets

Nahum Banks, Gustavo A. M. de Almeida, Sergio Maldonado

Physics-informed neural networks (PINNs) reduce or eliminate the need for large labelled datasets by enforcing governing equations during training. Physics-informed Deep Operator N…