Why we should condition denoising diffusion generative models on windows of past observations

Matthias Morzfeld, Daniel Hodyss

Data assimilation (DA) is, traditionally, a cycling process that relies on time-dependent priors to propagate information from past observations to future cycles. Using denoising d…