Enhancing neural operator learning with invariants to simultaneously learn various physical mechanisms.
Siran LiChong LiuHao NiPublished in: National science review (2024)
We discuss the recent advancement in PDE learning, focusing on Physics Invariant Attention Neural Operator (PIANO). PIANO is a novel neural operator learning framework for deciphering and integrating physical knowledge from PDEs sampled from multi- physical scenarios.