Physics-informed neural networks (PINNs) represent a burgeoning paradigm in computational science, whereby deep learning frameworks are augmented with explicit physical laws to solve both forward and ...

This is a preview. Log in through your library . Abstract Strongly stable and consistent multistep methods with maximum order are subject to marginal (or weak) stability. In this paper we introduce ...