Multi-resolution partial differential equations preserved learning framework for spatiotemporal dynamics

Xin-Yang Liu, Min Zhu, Lu Lu +2

Traditional data-driven deep learning models often struggle with high training costs, error accumulation, and poor generalizability in complex physical processes. Physics-informed…