FREESIA: Covariance-Aware Posterior Transport for Expressive and Scalable Data Assimilation
Geophysics
FREESIA addresses multimodal posterior estimation under high-dimensional sparse observations by using covariance-aware posterior transport, improving inference accuracy for nonlinear or non-injective observation operators in dynamical systems.
See LICENSE file data assimilationposterior transportcovariance-aware