From Complex Dynamics to DynFormer: Rethinking Transformers for PDEs

Pengyu Lai, Yixiao Chen, Dewu Yang +3

Partial differential equations (PDEs) are fundamental for modeling complex physical systems, yet classical numerical solvers face prohibitive computational costs in high-dimensiona…