DiffDA: a Diffusion Model for Weather-scale Data Assimilation

Langwen Huang, Lukas Gianinazzi, Yuejiang Yu +2

The generation of initial conditions via accurate data assimilation is crucial for weather forecasting and climate modeling. We propose DiffDA as a denoising diffusion model capabl…