Data Assimilation; Ensemble Kalman Filter; One-Step-Ahead Smoothing; Stochastic Parametrization; Variational Bayes

A variational Bayesian approach for ensemble filtering of stochastically parametrized systems

Modern climate models use both deterministic and stochastic parametrization schemes to represent uncertainties in their physics and inputs. This work considers the problem of …

boujemaa-ait-el-fquih