Diffusion-Based Rollouts as a Stabilization Mechanism for Long-Horizon Environmental Forecasting.

arXiv:2609.33930v1 Announce Type: cross Abstract: Extending forecast lead times while maintaining predictive skill remains a major challenge in environmental forecasting. We investigate diffusion-based rollouts as a stabilization mechanism for recursive foreca