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Proceedings Papers

Model Selection for Error Generalization in History Matching

Behzad Nezhad Karim Nobakht, Mike Christie, Vasily Demyanov
Paper presented at the SPE Europec featured at 80th EAGE Conference and Exhibition, June 11–14, 2018
Paper Number: SPE-190778-MS
https://doi.org/10.2118/190778-MS
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Proceedings Papers

Calibration of the Mixing Parameter Model for Viscous Fingering for Varying Water Alternate Gas WAG Ratios and Slug Sizes

Zainab Imad Al-Haboobi, Mike Christie, Dan Arnold
Paper presented at the SPE Europec featured at 79th EAGE Conference and Exhibition, June 12–15, 2017
Paper Number: SPE-185858-MS
https://doi.org/10.2118/185858-MS
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View Paper titled, Calibration of the Mixing Parameter Model for Viscous Fingering for Varying Water Alternate Gas WAG Ratios and Slug Sizes
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Journal Articles

Produced-Water-Chemistry History Matching in the Janice Field

O.. Vazquez, C.. Young, V.. Demyanov, D.. Arnold, A.. Fisher, A.. MacMillan, Mike Christie
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 18 (04): 564–576.
Paper Number: SPE-164903-PA
https://doi.org/10.2118/164903-PA
Published: 25 November 2015
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View article titled, Produced-Water-Chemistry History Matching in the Janice Field
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Proceedings Papers

Multilevel Markov Chain Monte Carlo (MLMCMC) For Uncertainty Quantification

Doaa Elsakout, Mike Christie, Gabriel Lord
Paper presented at the SPE North Africa Technical Conference and Exhibition, September 14–16, 2015
Paper Number: SPE-175870-MS
https://doi.org/10.2118/175870-MS
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View Paper titled, Multilevel Markov Chain Monte Carlo (MLMCMC) For Uncertainty Quantification
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Proceedings Papers

Comparative Performance of History Matching Algorithms Using Diverse Parameterization Methods: Application to a Synthetic and North Sea Cases

Basil R. Al-Shamma, Olivier Gosselin, Peter King, Mike Christie, Maria Mendez
Paper presented at the EUROPEC 2015, June 1–4, 2015
Paper Number: SPE-174360-MS
https://doi.org/10.2118/174360-MS
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View Paper titled, Comparative Performance of History Matching Algorithms Using Diverse Parameterization Methods: Application to a Synthetic and North Sea Cases
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Journal Articles

Estimating Scale Deposition Through Reservoir History Matching in the Janice Field

Oscar Vazquez, Callum Young, Vasily Demyanov, Dan Arnold, Andrew Fisher, Alasdair MacMillan, Mike Christie
Journal: SPE Production & Operations
Publisher: Society of Petroleum Engineers (SPE)
SPE Prod & Oper 29 (01): 21–28.
Paper Number: SPE-164112-PA
https://doi.org/10.2118/164112-PA
Published: 04 March 2014
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Proceedings Papers

An Adaptive Evolutionary Algorithm for History-Matching

Asaad Abdollahzadeh, Mike Christie, David Corne, Brian Davies, Michael Elliott
Paper presented at the EAGE Annual Conference & Exhibition incorporating SPE Europec, June 10–13, 2013
Paper Number: SPE-164824-MS
https://doi.org/10.2118/164824-MS
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View Paper titled, An Adaptive Evolutionary Algorithm for History-Matching
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Proceedings Papers

Produced Water Chemistry History Matching in the Janice Field

O. Vazquez, C. Young, V. Demyanov, D. Arnold, A. Fisher, A. MacMillan, Mike Christie
Paper presented at the EAGE Annual Conference & Exhibition incorporating SPE Europec, June 10–13, 2013
Paper Number: SPE-164903-MS
https://doi.org/10.2118/164903-MS
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View Paper titled, Produced Water Chemistry History Matching in the Janice Field
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Journal Articles

Estimation of Distribution Algorithms Applied to History Matching

Asaad Abdollahzadeh, Alan Reynolds, Mike Christie, David Corne, Glyn Williams, Brian Davies
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 18 (03): 508–517.
Paper Number: SPE-141161-PA
https://doi.org/10.2118/141161-PA
Published: 05 June 2013
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Proceedings Papers

Estimating Scale Deposition through Reservoir History Matching in the Janice Field

Oscar Vazquez, Callum Young, Vasily Demyanov, Dan Arnold, Andrew Fisher, Alasdair MacMillan, Mike Christie
Paper presented at the SPE International Symposium on Oilfield Chemistry, April 8–10, 2013
Paper Number: SPE-164112-MS
https://doi.org/10.2118/164112-MS
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View Paper titled, Estimating Scale Deposition through Reservoir History Matching in the Janice Field
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Proceedings Papers

Efficient Markov Chain Monte Carlo Sampling Using Polynomial Chaos Expansion

Hamid Bazargan, Mike Christie, Hamdi Tchelepi
Paper presented at the SPE Reservoir Simulation Symposium, February 18–20, 2013
Paper Number: SPE-163663-MS
https://doi.org/10.2118/163663-MS
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View Paper titled, Efficient Markov Chain Monte Carlo Sampling Using Polynomial Chaos Expansion
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Proceedings Papers

Structural Uncertainty Quantification with Immersed Interface Methods

Mohammad Ahmadi, Mike Christie, Margot Gerritsen
Paper presented at the SPE Reservoir Simulation Symposium, February 18–20, 2013
Paper Number: SPE-163606-MS
https://doi.org/10.2118/163606-MS
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View Paper titled, Structural Uncertainty Quantification with Immersed Interface Methods
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Proceedings Papers

Use of Multi-Objective Algorithms in History Matching of a Real Field

Mike Christie, Dmitry Eydinov, Vasily Demyanov, Jack Talbot, Dan Arnold, Vassili Shelkov
Paper presented at the SPE Reservoir Simulation Symposium, February 18–20, 2013
Paper Number: SPE-163580-MS
https://doi.org/10.2118/163580-MS
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View Paper titled, Use of Multi-Objective Algorithms in History Matching of a Real Field
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Proceedings Papers

Efficient Polynomial Chaos Proxy-based History Matching and Uncertainty Quantification for Complex Geological Structures

Hamid Bazargan, Mike Christie
Paper presented at the SPE Kuwait International Petroleum Conference and Exhibition, December 10–12, 2012
Paper Number: SPE-163282-MS
https://doi.org/10.2118/163282-MS
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View Paper titled, Efficient Polynomial Chaos Proxy-based History Matching and Uncertainty Quantification for Complex Geological Structures
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Proceedings Papers

Gaussian-based Estimation of Distribution Algorithms for History Matching

Asaad Abdollahzadeh, Mike Christie, David Corne
Paper presented at the Abu Dhabi International Petroleum Conference and Exhibition, November 11–14, 2012
Paper Number: SPE-161951-MS
https://doi.org/10.2118/161951-MS
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View Paper titled, Gaussian-based Estimation of Distribution Algorithms for History Matching
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Journal Articles

Bayesian Optimization Algorithm Applied to Uncertainty Quantification

Asaad Abdollahzadeh, Alan Reynolds, Mike Christie, David Corne, Brian Davies, Glyn Williams
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 17 (03): 865–873.
Paper Number: SPE-143290-PA
https://doi.org/10.2118/143290-PA
Published: 23 August 2012
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Proceedings Papers

On Population Diversity Measures of the Evolutionary Algorithms used in History Matching

Asaad Abdollahzadeh, Alan Reynolds, Mike Christie, David Corne, Glyn Williams, Brian Davies
Paper presented at the SPE Europec/EAGE Annual Conference, June 4–7, 2012
Paper Number: SPE-154488-MS
https://doi.org/10.2118/154488-MS
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View Paper titled, On Population Diversity Measures of the Evolutionary Algorithms used in History Matching
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Proceedings Papers

History Matching and Uncertainty Quantification: Multiobjective Particle Swarm Optimisation Approach

Linah Mohamed, Mike Christie, Vasily Demyanov
Paper presented at the SPE EUROPEC/EAGE Annual Conference and Exhibition, May 23–26, 2011
Paper Number: SPE-143067-MS
https://doi.org/10.2118/143067-MS
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View Paper titled, History Matching and Uncertainty Quantification: Multiobjective Particle Swarm Optimisation Approach
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Proceedings Papers

Bayesian Optimization Algorithm Applied to Uncertainty Quantification

Asaad Abdollahzadeh, Alan Reynolds, Mike Christie, David Corne, Brian Davies, Glyn Williams
Paper presented at the SPE EUROPEC/EAGE Annual Conference and Exhibition, May 23–26, 2011
Paper Number: SPE-143290-MS
https://doi.org/10.2118/143290-MS
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Proceedings Papers

Towards Multiobjective History Matching: Faster Convergence and Uncertainty Quantification

Yasin Hajizadeh, Mike Christie, Vasily Demyanov
Paper presented at the SPE Reservoir Simulation Symposium, February 21–23, 2011
Paper Number: SPE-141111-MS
https://doi.org/10.2118/141111-MS
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View Paper titled, Towards Multiobjective History Matching: Faster Convergence and Uncertainty Quantification
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