Physics-Informed Neural PDE Solvers via Spatio-Temporal MeanFlow

Hanru Bai, Yuncheng Zhou, Difan Zou

Deep learning paradigms, such as PINNs and neural operators, have significantly advanced the solving of PDEs. However, they often struggle to capture the continuous integral nature…