Review of nonlinear Kalman, ensemble and particle filtering with application to the reservoir history matching problem

This chapter reviews the recent advances in applying different Bayesian filtering approaches to realistic assimilation problems in geosciences. We discuss the similarities and differences of these approaches, and present how to build data assimilation schemes that are efficient at reasonable computa...

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Bibliografiska uppgifter
Huvudupphovsmän: Luo, X, Hoteit, I, Duan, L, Wang, W
Materialtyp: Book section
Publicerad: Nova Publishers 2011