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Jonggeun Choe
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Journal Articles

Fast and Reliable History Matching of Channel Reservoirs Using Initial Models Selected by Streamline and Deep Learning

Doeon Kim, Michael King, Honggeun Jo, Jonggeun Choe
Journal: Journal of Energy Resources Technology, Part B: Subsurface Energy and Carbon Capture
Publisher: ASME
Article Type: Research Papers
J. Energy Res. Technol. Part B. February 2025, 1(1): 011002.
Paper No: JERTB-24-1158
https://doi.org/10.1115/1.4065652
Published Online: November 22, 2024
View Article titled, Fast and Reliable History Matching of Channel Reservoirs Using Initial Models Selected by Streamline and Deep Learning
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Journal Articles

Physics-Informed Sampling Scheme for Efficient Well Placement Optimization

Jongwook Kim, Dogyun Kim, Woosueng Jo, Joonyi Kim, Honggeun Jo, Jonggeun Choe
Journal: Journal of Energy Resources Technology, Part B: Subsurface Energy and Carbon Capture
Publisher: ASME
Article Type: Research Papers
J. Energy Res. Technol. Part B. February 2025, 1(1): 011005.
Paper No: JERTB-24-1049
https://doi.org/10.1115/1.4066103
Published Online: November 15, 2024
View Article titled, Physics-Informed Sampling Scheme for Efficient Well Placement Optimization
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Journal Articles

Reliable Initial Model Selection for Efficient Characterization of Channel Reservoirs in Ensemble Kalman Filter

Doeon Kim, Youjun Lee, Jonggeun Choe
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. December 2023, 145(12): 122901.
Paper No: JERT-23-1257
https://doi.org/10.1115/1.4062926
Published Online: August 18, 2023
View Article titled, Reliable Initial Model Selection for Efficient Characterization of Channel Reservoirs in Ensemble Kalman Filter
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Topics: Reservoirs, Kalman filters, Principal component analysis, Computer-aided engineering
Journal Articles

Model Regeneration Scheme Using a Deep Learning Algorithm for Reliable Uncertainty Quantification of Channel Reservoirs

Youjun Lee, Byeongcheol Kang, Joonyi Kim, Jonggeun Choe
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. September 2022, 144(9): 093004.
Paper No: JERT-21-1638
https://doi.org/10.1115/1.4053344
Published Online: February 16, 2022
View Article titled, Model Regeneration Scheme Using a Deep Learning Algorithm for Reliable Uncertainty Quantification of Channel Reservoirs
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Journal Articles

Use of Channel Information Update and Discrete Cosine Transform in Ensemble Smoother for Channel Reservoir Characterization

Hyungsik Jung, Honggeun Jo, Sungil Kim, Byeongcheol Kang, Hoonyoung Jeong, Jonggeun Choe
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research-Article
J. Energy Resour. Technol. January 2020, 142(1): 012901.
Paper No: JERT-17-1368
https://doi.org/10.1115/1.4043856
Published Online: July 12, 2019
View Article titled, Use of Channel Information Update and Discrete Cosine Transform in Ensemble Smoother for Channel Reservoir Characterization
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Topics: Reservoirs, Permeability
Journal Articles

Enhanced History Matching of Gas Reservoirs With an Aquifer Using the Combination of Discrete Cosine Transform and Level Set Method in ES-MDA

Sungil Kim, Hyungsik Jung, Jonggeun Choe
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research-Article
J. Energy Resour. Technol. July 2019, 141(7): 072906.
Paper No: JERT-17-1343
https://doi.org/10.1115/1.4042413
Published Online: January 18, 2019
View Article titled, Enhanced History Matching of Gas Reservoirs With an Aquifer Using the Combination of Discrete Cosine Transform and Level Set Method in ES-MDA
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Topics: Reservoirs, Water, Permeability
Journal Articles

Characterization of Various Channel Fields Using an Initial Ensemble Selection Scheme and Covariance Localization

Hyungsik Jung, Honggeun Jo, Kyungbook Lee, Jonggeun Choe
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research-Article
J. Energy Resour. Technol. November 2017, 139(6): 062906.
Paper No: JERT-17-1002
https://doi.org/10.1115/1.4037811
Published Online: September 18, 2017
View Article titled, Characterization of Various Channel Fields Using an Initial Ensemble Selection Scheme and Covariance Localization
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Topics: Drainage, Permeability, Reservoirs, Simulation, Uncertainty, Errors, Filters
Journal Articles

Regeneration of Initial Ensembles With Facies Analysis for Efficient History Matching

Byeongcheol Kang, Jonggeun Choe
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research-Article
J. Energy Resour. Technol. July 2017, 139(4): 042903.
Paper No: JERT-16-1463
https://doi.org/10.1115/1.4036382
Published Online: April 17, 2017
View Article titled, Regeneration of Initial Ensembles With Facies Analysis for Efficient History Matching
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Topics: Reservoirs
Journal Articles

Ensemble Kalman Filter With Principal Component Analysis Assisted Sampling for Channelized Reservoir Characterization

Byeongcheol Kang, Hyungjun Yang, Kyungbook Lee, Jonggeun Choe
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research-Article
J. Energy Resour. Technol. May 2017, 139(3): 032907.
Paper No: JERT-16-1218
https://doi.org/10.1115/1.4035747
Published Online: February 6, 2017
View Article titled, Ensemble Kalman Filter With Principal Component Analysis Assisted Sampling for Channelized Reservoir Characterization
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Topics: Reservoirs, Kalman filters, Principal component analysis
Journal Articles

Initial Ensemble Design Scheme for Effective Characterization of Three-Dimensional Channel Gas Reservoirs With an Aquifer

Sungil Kim, Hyungsik Jung, Kyungbook Lee, Jonggeun Choe
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research-Article
J. Energy Resour. Technol. March 2017, 139(2): 022911.
Paper No: JERT-16-1314
https://doi.org/10.1115/1.4035515
Published Online: January 16, 2017
View Article titled, Initial Ensemble Design Scheme for Effective Characterization of Three-Dimensional Channel Gas Reservoirs With an Aquifer
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Topics: Reservoirs, Improvised explosive devices, Design, Water, Uncertainty
Proceedings Papers

Reliable Reservoir Characterization and History Matching Using a Pattern Recognition Based Distance

Jiyoon Lee, Jonggeun Choe
Proc. ASME. OMAE2016, Volume 8: Polar and Arctic Sciences and Technology; Petroleum Technology, V008T11A011, June 19–24, 2016
Publisher: American Society of Mechanical Engineers
Paper No: OMAE2016-54287
https://doi.org/10.1115/OMAE2016-54287
View Paper titled, Reliable Reservoir Characterization and History Matching Using a Pattern Recognition Based Distance
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Topics: Pattern recognition, Reservoirs, Modeling, Permeability, Simulation, Uncertainty
Journal Articles

Use of Clustered Covariance and Selective Measurement Data in Ensemble Smoother for Three-Dimensional Reservoir Characterization

Kyungbook Lee, Seungpil Jung, Taehun Lee, Jonggeun Choe
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research-Article
J. Energy Resour. Technol. March 2017, 139(2): 022905.
Paper No: JERT-16-1036
https://doi.org/10.1115/1.4034443
Published Online: August 23, 2016
View Article titled, Use of Clustered Covariance and Selective Measurement Data in Ensemble Smoother for Three-Dimensional Reservoir Characterization
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Topics: Permeability, Reservoirs, Simulation, Uncertainty quantification, Reliability
Journal Articles

Uncertainty Quantification Using Streamline Based Inversion and Distance Based Clustering

Jihoon Park, Jeongwoo Jin, Jonggeun Choe
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research-Article
J. Energy Resour. Technol. January 2016, 138(1): 012906.
Paper No: JERT-14-1200
https://doi.org/10.1115/1.4031446
Published Online: September 29, 2015
View Article titled, Uncertainty Quantification Using Streamline Based Inversion and Distance Based Clustering
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Topics: Permeability, Reservoirs, Uncertainty, Uncertainty quantification, Simulation
Journal Articles

Efficient Prediction of SAGD Productions Using Static Factor Clustering

Haeseon Lee, Jeongwoo Jin, Hyundon Shin, Jonggeun Choe
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research-Article
J. Energy Resour. Technol. May 2015, 137(3): 032907.
Paper No: JERT-13-1018
https://doi.org/10.1115/1.4029669
Published Online: May 1, 2015
View Article titled, Efficient Prediction of SAGD Productions Using Static Factor Clustering
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Topics: Oil sands, Reservoirs, Shales, Steam, Simulation