Memory-Conditioned Flow-Matching for Stable Autoregressive PDE Rollouts

Victor Armegioiu

Autoregressive generative PDE solvers can be accurate one step ahead yet drift over long rollouts, especially in coarse-to-fine regimes where each step must regenerate unresolved f…