| Feature extraction using a deep learning algorithm for uncertainty quantification of channelized reservoirs K Lee, J Lim, S Ahn, J Kim Journal of Petroleum Science and Engineering 171, 1007-1022, 2018 | 32 | 2018 |
| Data-driven inverse modeling with a pre-trained neural network at heterogeneous channel reservoirs S Ahn, C Park, J Kim, JM Kang Journal of Petroleum Science and Engineering 170, 785-796, 2018 | 21 | 2018 |
| Construction of prior models for ES-MDA by a deep neural network with a stacked autoencoder for predicting reservoir production J Kim, S Kim, C Park, K Lee Journal of Petroleum Science and Engineering 187, 106800, 2020 | 19 | 2020 |
| Multi-objective history matching with a proxy model for the characterization of production performances at the shale gas reservoir J Kim, JM Kang, C Park, Y Park, J Park, S Lim Energies 10 (4), 579, 2017 | 16 | 2017 |
| Deep neural network coupled with distance-based model selection for efficient history matching J Kim, C Park, K Lee, S Ahn, I Jang Journal of Petroleum Science and Engineering 185, 106658, 2020 | 8 | 2020 |
| Iterative learning-based many-objective history matching using deep neural network with stacked autoencoder J Kim, C Park, S Ahn, B Kang, H Jung, I Jang Petroleum Science 18 (5), 1465-1482, 2021 | 6 | 2021 |
| Probabilistic estimation of shale gas reserves implementing Fast Marching Method and monte carlo simulation J Kim, JM Kang, Y Park, S Lim, C Park, J Park International Conference on Offshore Mechanics and Arctic Engineering 49996 …, 2016 | 4 | 2016 |
| Integrated data assimilation and distance-based model selection with ensemble Kalman filter for characterization of uncertain geological scenarios S Lim, C Park, J Kim, I Jang Natural Resources Research 29 (2), 1063-1085, 2020 | 3 | 2020 |
| Generative geomodeling based on flow responses in latent space S Jo, S Ahn, C Park, J Kim Journal of Petroleum Science and Engineering, 110177, 2022 | 2 | 2022 |
| Inverse Modeling with Deep Neural Network and K-medoids Clustering Under Uncertain Geological Scenarios J Kim, C Park, S Ahn, I Jang Petroleum Geostatistics 2019 2019 (1), 1-5, 2019 | | 2019 |
| 다목적 최적화 알고리듬을 이용한 SAGD 공법 운영조건 최적화 이재윤， 민배현， 조수렴， 김재준 한국자원공학회지 55 (5), 421-430, 2018 | | 2018 |
| 거리기반 후보군 선정과 인공신경망을 결합한 가스생산량 히스토리매칭 김재준， 강주명， 박창협， 안성인， 민배현 한국자원공학회지 54 (4), 416-428, 2017 | | 2017 |
| Development of a Bottomhole Pressure Calculator and Its Application to Shale Gas Wells J Kim, U Kim, JM Kang, H Suk, B Min Journal of the Korean Society of Mineral and Energy Resources Engineers, 2015 | | 2015 |
Changhyup ParkDepartment of Energy and Resources Engineering, Kangwon National UniversityVerified email at kangwon.ac.kr
