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

T1Covered by 1 source · first reported by arXiv at 25 Sept, 04:00 UTC

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 for self-supervised pretraining on…

science

Sources

• T1RD-JEPA: Predictive latent pretraining for few-trajectory transfer across reaction--diffusion equationsarXiv25 Sept, 04:00