MACHINE LEARNING-BASED CONDITIONAL MEAN FILTER: A GENERALIZATION OF THE ENSEMBLE KALMAN FILTER FOR NONLINEAR DATA ASSIMILATION

Hoang, TV; Krumscheid, S; Matthies, HG; Tempone, R

Hoang, TV (通讯作者),Rhein Westfal TH Aachen, Dept Math, Gebaude 1953,1OG,Pontdriesch 14-16, D-52062 Aachen, Germany.

FOUNDATIONS OF DATA SCIENCE, 2023; 5 (1): 56

Abstract

This paper presents the machine learning-based ensemble condi-tional mean filter (ML-EnCMF) - a filtering method based on the conditional mean filter ......

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