| History matching of naturally fractured reservoirs using a deep sparse autoencoder K Zhang, J Zhang, X Ma, C Yao, L Zhang, Y Yang, J Wang, J Yao, H Zhao Spe Journal 26 (04), 1700-1721, 2021 | 125 | 2021 |
| A novel hybrid recurrent convolutional network for surrogate modeling of history matching and uncertainty quantification X Ma, K Zhang, J Zhang, Y Wang, L Zhang, P Liu, Y Yang, J Wang Journal of Petroleum Science and Engineering 210, 110109, 2022 | 28 | 2022 |
| Evolutionary-assisted reinforcement learning for reservoir real-time production optimization under uncertainty ZZ Wang, K Zhang, GD Chen, JD Zhang, WD Wang, HC Wang, LM Zhang, ... Petroleum Science 20 (1), 261-276, 2023 | 25 | 2023 |
| Deep reinforcement learning and adaptive policy transfer for generalizable well control optimization Z Wang, K Zhang, J Zhang, G Chen, X Ma, G Xin, J Kang, H Zhao, Y Yang Journal of Petroleum Science and Engineering 217, 110868, 2022 | 17 | 2022 |
| Multi-source information fused generative adversarial network model and data assimilation based history matching for reservoir with complex geologies K Zhang, HQ Yu, XP Ma, JD Zhang, J Wang, CJ Yao, YF Yang, H Sun, ... Petroleum Science 19 (2), 707-719, 2022 | 15 | 2022 |
| Inversion framework of reservoir parameters based on deep autoregressive surrogate and continual learning strategy K Zhang, W Fu, J Zhang, W Zhou, C Liu, P Liu, L Zhang, X Yan, Y Yang, ... SPE Journal 28 (05), 2223-2239, 2023 | 8 | 2023 |
