RD-JEPA: Predictive latent pretraining for few-trajectory transfer across reaction--diffusion equations.

arXiv:2609.29403v1 Announce Type: new Abstract: Learning surrogates for time-dependent partial differential equations often requires a new simulation corpus when the governing operator changes. We introduce RD-JEPA, a joint-embedding predictive architecture fo