Diffusion-Based Rollouts as a Stabilization Mechanism for Long-Horizon Environmental Forecasting
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 forecasting using low-dimensional water-level time series and high-dimensional precipitation fields. Across both mod...
Marina Vicens-Miquel, Amy McGovern, Aaron J. Hill et al.
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