Kyungbook Lee

发表

Saturation Modeling of Gas Hydrate Using Machine Learning with X-Ray CT Images

F. Ning, Hwasoo Suk, Sungil Kim, 2020 .

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

Jonggeun Choe, Kyungbook Lee, Hyungsik Jung, 2017 .

Improvement of Ensemble Smoother with Clustered Covariance for Channelized Reservoirs

Jonggeun Choe, Kyungbook Lee, SeungPil Jung, 2013 .

Classification and Example of Assessment Methodologies for Shale Resources

Kyungbook Lee, Jiyoung Choi, Wonsuk Lee, 2017 .

Uncertainty Quantification of Channelized Reservoir Using Ensemble Smoother with Selective Measurement Data

Jonggeun Choe, Kyungbook Lee, Hyundon Shin, 2014 .

Spatiotemporal Interpretation of Three-Phase Saturation Behaviors in Gas Hydrate Formation and Dissociation Through Deep Learning Modeling

Sungil Kim, Kyungbook Lee, Minhui Lee, 2022, SSRN Electronic Journal.

Lithofacies modeling by multipoint statistics and economic evaluation by NPV volume for the early Cretaceous Wabiskaw Member in Athabasca oilsands area, Canada

Kyungbook Lee, Hyundon Shin, C. Rhee, 2017 .

Assessment of shale gas potential from geochemical data in the Late Devonian shale succession, Liard Basin, Canada

Kyungbook Lee, Jiyoung Choi, Hyun Suk Lee, 2021, Journal of Petroleum Science and Engineering.

Estimation of Generated and Retained Gas Volume of the Besa River Formation in Liard Basin through 3-Dimensional Static Geochemical Modeling

Kyungbook Lee, Jiyoung Choi, Hyun Suk Lee, 2020 .

Feature extraction using a deep learning algorithm for uncertainty quantification of channelized reservoirs

Kyungbook Lee, Jaejun Kim, Jungtek Lim, 2018, Journal of Petroleum Science and Engineering.

Application of machine learning to quantification of mineral composition on gas hydrate-bearing sediments, Ulleung Basin, Korea

Kyungbook Lee, Sun Young Park, B. Son, 2021, Journal of Petroleum Science and Engineering.

Efficient and robust optimization for well patterns using a PSO algorithm with a CNN-based proxy model

Jonggeun Choe, Kyungbook Lee, Joonyi Kim, 2021 .

Evaluation of saturation changes during gas hydrate dissociation core experiment using deep learning with data augmentation

Sungil Kim, Kyungbook Lee, Minhui Lee, 2021, Journal of Petroleum Science and Engineering.

Development of fluid flow and heat transfer model in naturally fractured geothermal reservoir with discrete fracture network method

Hyunsuk Lee, Kyungbook Lee, Kihong Kim, 2018, Geosciences Journal.

Generation of Synthetic Density Log Data Using Deep Learning Algorithm at the Golden Field in Alberta, Canada

Kwang Hyun Kim, Baehyun Min, Kyungbook Lee, 2020 .

Prediction of Shale-Gas Production at Duvernay Formation Using Deep-Learning Algorithm

Kyungbook Lee, Jungtek Lim, Hyungsik Jung, 2019, SPE Journal.

Data-driven estimation of three-phase saturation during gas hydrate depressurization using CT images

Sungil Kim, Kyungbook Lee, Minhui Lee, 2021 .

Data-Driven Three-Phase Saturation Identification from X-ray CT Images with Critical Gas Hydrate Saturation

Sungil Kim, Kyungbook Lee, Minhui Lee, 2020, Energies.

Development of ensemble smoother–neural network and its application to history matching of channelized reservoirs

Baehyun Min, Hoonyoung Jeong, Kyungbook Lee, 2020 .

Construction of prior models for ES-MDA by a deep neural network with a stacked autoencoder for predicting reservoir production

Sung-Il Kim, Kyungbook Lee, Jaejun Kim, 2020 .

Deep neural network coupled with distance-based model selection for efficient history matching

Kyungbook Lee, Jaejun Kim, Changhyup Park, 2020 .

Geological model sampling using PCA-assisted support vector machine for reliable channel reservoir characterization

Sung-Il Kim, Jonggeun Choe, Kyungbook Lee, 2018, Journal of Petroleum Science and Engineering.

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

Jonggeun Choe, Kyungbook Lee, Hyungsik Jung, 2017 .

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

Jonggeun Choe, Seungpil Jung, Kyungbook Lee, 2017 .

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

Byeong-Cheol Kang, Jonggeun Choe, Kyungbook Lee, 2017 .

Ensemble smoother with clustered covariance for 3D channelized reservoirs with geological uncertainty

Jonggeun Choe, Kyungbook Lee, Seungpil Jung, 2016 .

A Review on Deep Learning Applications in Logging Data to Model Gas-Hydrate-Bearing Sediments

Sungil Kim, Kyungbook Lee, Seoyoon Kwon, 2021 .

Efficient Assessment of Reservoir Uncertainty Using Distance-Based Clustering: A Review

Byeong-Cheol Kang, Jonggeun Choe, Sung-Il Kim, 2019, Energies.

Numerical approach on production optimization of high water-cut well via advanced completion management using flow control valves

Kyungbook Lee, D. Jeong, J. Choe, 2023, Journal of Petroleum Exploration and Production Technology.

Stochastic Earthquake Rupture Modeling Using Nonparametric Co-Regionalization

S. Song, Kyungbook Lee, 2017, Pure and Applied Geophysics.

Sequential field development plan through robust optimization coupling with CNN and LSTM-based proxy models

Kyungbook Lee, J. Choe, Joonyi Kim, 2021, Journal of Petroleum Science and Engineering.

Aquifer characterization of gas reservoirs using Ensemble Kalman filter and covariance localization

Sung-Il Kim, Jonggeun Choe, Kyungbook Lee, 2016 .

History Matching with Ensemble Kalman Filter Using Fast Marching Method in Shale Gas Reservoir

Joe M. Kang, Kyungbook Lee, Kyungbook Lee, 2015 .