PDE-JEPA: Predictive Representation Learning of Latent Dynamics Modeling for Parametric PDEs.

arXiv:2609.34715v1 Announce Type: new Abstract: Physical trajectories contain more than snapshots of a system: they also reveal how its states evolve under governing conditions. However, representation learning for parametric partial differential equations (PD