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...
| Main Authors: | , , , |
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| Format: | Book section |
| Published: |
Nova Publishers
2011
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