Reliable extrapolation of deep neural operators informed by physics or sparse observations

1 code implementation • 13 Dec 2022 • Min Zhu, Handi Zhang, Anran Jiao, George Em Karniadakis, Lu Lu

Deep neural operators can learn nonlinear mappings between infinite-dimensional function spaces via deep neural networks.