A New History Matching Sensitivity Analysis Framework with Random Forests and Plackett-Burman Design
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Daein Jeong | Noaman El-Khatib | Akmal Aulia | Ismail Mohd Saaid | Muhannad Taleb Shuker | A. Aulia | D. Jeong | I. Saaid | M. Shuker | Noaman El-khatib
[1] Daein Jeong,et al. Quantification of Uncertainty of Reserves with High Quality History Matching Models in a Mature Field , 2014 .
[2] Rodrigo Weber dos Santos,et al. Genetic Algorithm for the History Matching Problem , 2013, ICCS.
[3] Alexander Hapfelmeier,et al. Variable selection by Random Forests using data with missing values , 2014, Comput. Stat. Data Anal..
[4] Leo Breiman,et al. Random Forests , 2001, Machine Learning.
[5] Jon C. Helton,et al. Implementation and evaluation of nonparametric regression procedures for sensitivity analysis of computationally demanding models , 2009, Reliab. Eng. Syst. Saf..
[6] U. Grömping. Dependence of Variable Importance in Random Forests on the Shape of the Regressor Space , 2009 .
[7] Markus Krosche,et al. Hybrid Optimization coupling EnKF and Evolutionary Algorithms for History Matching: A Case Example , 2009 .
[8] Edgar M. Palmer,et al. On the number of trees in a random forest , 1979, J. Comb. Theory B.
[9] R. Schulze-Riegert,et al. Evolutionary Algorithms Applied to History Matching of Complex Reservoirs , 2002 .
[10] Laurent Heutte,et al. Dynamic Random Forests , 2012, Pattern Recognit. Lett..
[11] Jean-Michel Poggi,et al. Variable selection using random forests , 2010, Pattern Recognit. Lett..
[12] Akmal Aulia,et al. Strategic Well Test Planning Using Random Forest , 2014 .
[13] David W. Corne,et al. A parallel BOA-PSO hybrid algorithm for history matching , 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).
[14] Alexander Hapfelmeier,et al. A new variable selection approach using Random Forests , 2013, Comput. Stat. Data Anal..
[15] Douglas M. Hawkins,et al. Plackett–Burman technique for sensitivity analysis of many-parametered models , 2001 .
[16] Mojdeh Delshad,et al. Application and variance based sensitivity analysis of surfactant-polymer flooding using modified chemical flood predictive model , 2011 .
[17] Larry W. Lake,et al. Sensitivity Analyses of Production and Recovery Forecasts Using Variance-Based Methods , 2008 .