Ensemble Controlled-Flow Filtering for Implicit Data Assimilation
By Zhuoyuan Li · Paper · stat.ML
Data assimilation estimates the state of a dynamical system from model forecasts and incoming observations. Many observation mechanisms, however, are many-to-one, implicit, non-smooth, or accessible only through simulation, and need not provide the residual structures or likeliho