Same Target, Different Origins: Aligning Latent Rollout for Consistent PDE Emulation

Xinying Li, Jing Xu, Wenjun Wang +4

Neural PDE solvers commonly generate multi-step predictions through autoregressive rollout, recursively applying a learned evolution operator and feeding each prediction back as in…