PI-JEPA: Label-Free Surrogate Pretraining for Coupled Multiphysics Simulation via Operator-Split Latent Prediction

Build a library for label-free latent prediction for multiphysics simulations. This allows developers to train surrogate models on raw input parameters without needing expensive simulation outputs.

Suggested repo: pijepa

"Train physics simulators on raw data without any expensive labels."

Estimated effort: 100h