Latent Generative Solvers for Generalizable Long-Term Physics Simulation

arXiv:2602.11229v2 Announce Type: replace Abstract: Reliable physics simulation demands two capabilities that today's neural PDE solvers do not deliver together: generalization across heterogeneous PDE families, and stability under long autoregressive rollouts. Deterministic operators accumulate...