Machine learning-based conditional mean filter: a generalization of the ensemble Kalman filter for nonlinear data assimilation

Truong-Vinh Hoang, Sebastian Krumscheid, Hermann G. Matthies +1

This paper presents the machine learning-based ensemble conditional mean filter (ML-EnCMF) -- a filtering method based on the conditional mean filter (CMF) previously introduced in…