| Robust optimization of the locations and types of multiple wells using CNN based proxy models J Kim, H Yang, J Choe Journal of Petroleum Science and Engineering 193, 107424, 2020 | 57 | 2020 |
| Field development optimization in mature oil reservoirs using a hybrid algorithm H Yang, J Kim, J Choe Journal of Petroleum Science and Engineering 156, 41-50, 2017 | 30 | 2017 |
| Efficient and robust optimization for well patterns using a PSO algorithm with a CNN-based proxy model J Kim, K Lee, J Choe Journal of Petroleum Science and Engineering 207, 109088, 2021 | 28 | 2021 |
| Field development optimization using a cooperative micro-particle swarm optimization with parameter integration schemes J Kim, B Kang, H Jeong, J Choe Journal of Petroleum Science and Engineering 183, 106416, 2019 | 10 | 2019 |
| Sequential field development plan through robust optimization coupling with CNN and LSTM-based proxy models J Kim, J Choe, K Lee Journal of Petroleum Science and Engineering 209, 109887, 2022 | 7 | 2022 |
| Model Regeneration Scheme Using a Deep Learning Algorithm for Reliable Uncertainty Quantification of Channel Reservoirs Y Lee, B Kang, J Kim, J Choe Journal of Energy Resources Technology 144 (9), 093004, 2022 | 6 | 2022 |
| Closed-loop field development optimization with well type conversion J Kim, B Kang, H Jung, J Choe 80th EAGE Conference and Exhibition 2018 2018 (1), 1-5, 2018 | 4 | 2018 |
| Joint optimization of well locations and operational conditions using a new hybrid algorithm H Yang, M Jang, J Kim, B Kang, J Choe 78th EAGE Conference and Exhibition 2016 2016 (1), 1-5, 2016 | 2 | 2016 |
| Characterization of 3D Channelized Gas Reservoirs with an Aquifer Using EnKF, DCT, and PFR S Kim, J Kim, H Jung, C Lee, K Lee, J Choe ISOPE International Ocean and Polar Engineering Conference, ISOPE-I-16-069, 2016 | 1 | 2016 |
| Two-stage sampling scheme for a CNN-based well placement optimization of 3D benchmark reservoirs C Son, S Lee, J Kim, J Choe Geoenergy Science and Engineering 225, 211677, 2023 | | 2023 |
| 딥러닝 기반 프록시 모델을 이용한 유전개발계획의 순차 강건최적화 김준이 서울대학교 대학원, 2020 | | 2020 |
