How Does Distribution Shift Shape Pretraining Gains in Neural PDE Surrogates?

Pochinapeddi Sai Bhargav, Nithin Somasekharan, Rohit Sunil Kanchi +2

Pretraining a neural PDE surrogate can reduce the amount of new CFD data needed when geometry or modeled physics changes. However, it remains unclear how different components of di…