Diffusion DA systems with climatological, cycled, or forecast-augmented priors target different posterior distributions; only a per-cycle retrained model matches ensemble DA.
Sanz-Alonso, and W
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Using Diffusion Models to do Data Assimilation
Diffusion DA systems with climatological, cycled, or forecast-augmented priors target different posterior distributions; only a per-cycle retrained model matches ensemble DA.