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An Iterative Ensemble Kalman Filter for Multiphase Fluid Flow Data Assimilation

โœ Scribed by Gu, Yaqing; Oliver, Dean S.


Book ID
118002597
Publisher
Society of Petroleum Engineers
Year
2007
Tongue
English
Weight
771 KB
Volume
12
Category
Article
ISSN
1086-055X

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On numerical properties of the ensemble
โœ Jia Li; Dongbin Xiu ๐Ÿ“‚ Article ๐Ÿ“… 2008 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 401 KB

Ensemble Kalman filter (EnKF) has been widely used as a sequential data assimilation method, primarily due to its ease of implementation resulting from replacing the covariance evolution in the traditional Kalman filter (KF) by an approximate Monte Carlo ensemble sampling. In this paper rigorous ana