How Does Distribution Shift Shape Pretraining Gains in Neural PDE Surrogates?
arXiv:2609.20814v1 Announce Type: cross Abstract: Pretraining a neural PDE surrogate can reduce the amount of new CFD data needed when geometry or modeled physics changes. However, it remains unclear