2026
DAISI: Data Assimilation with Inverse Sampling using Stochastic Interpolants
ICML 2026poster
Data assimilation (DA) is a cornerstone of scientific and engineering applications, combining model forecasts with sparse and noisy observations to estimate latent system states. Classical high-dimensional DA methods, such as the ensemble Kalman filter, rely on Gaussian approximations that are viola…