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Keywords: uncertainty quantification
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Journal Articles
Article Type: Research Papers
J. Energy Resour. Technol. September 2022, 144(9): 093004.
Paper No: JERT-21-1638
Published Online: February 16, 2022
... it is applied to channel reservoirs. Therefore, we propose a model regeneration scheme for reliable uncertainty quantification of channel reservoirs without conventional model inversion methods. The proposed method consists of three parts: feature extraction, model selection, and model generation...
Journal Articles
Article Type: Research Papers
J. Energy Resour. Technol. September 2020, 142(9): 093004.
Paper No: JERT-20-1127
Published Online: April 8, 2020
... between the “ranks based on the ranking measure” and “ranks based on the performance parameter” in choosing the employed ranking measure. To address these concerns, we propose an uncertainty quantification workflow, which includes two sequential stages of history matching and realization selection...
Journal Articles
Article Type: Research Papers
J. Energy Resour. Technol. June 2020, 142(6): 063005.
Paper No: JERT-19-1156
Published Online: January 7, 2020
... for the uncertainty quantification if appropriate similarity measures and clustering methods are used. Fig. 9 A 3D view map of the reservoir including flow-units (coarse grid) A value must be defined for each grid cell in the I-J-K range, even if the grid cell is null. In Sec. 5 , we describe...
Journal Articles
Article Type: Research-Article
J. Energy Resour. Technol. January 2020, 142(1): 012901.
Paper No: JERT-17-1368
Published Online: July 12, 2019
.... , 2014 , “ Uncertainty Quantification of Channelized Reservoir Using Ensemble Smoother With Selective Measurement Data ,” Energ. Explor. Exploit. , 32 ( 5 ), pp. 805 – 816 . 10.1260/0144-5987.32.5.805 [17] Lee , K. , Jung , S. , Lee , T. , and Choe , J. , 2016 , “ Use...