Transolver-$\sigma$: Joint Spectral-Physical Subspace Modeling for Neural PDE Solving.

arXiv:2609.37279v1 Announce Type: new Abstract: Neural solvers offer efficient surrogates for numerical simulation of partial differential equations (PDEs). For time-dependent problems, strong one-step accuracy does not necessarily translate into reliable auto