| Affine transformation-enhanced multifactorial optimization for heterogeneous problems X Xue, K Zhang, KC Tan, L Feng, J Wang, G Chen, X Zhao, L Zhang, ... IEEE Transactions on Cybernetics 52 (7), 6217-6231, 2020 | 171 | 2020 |
| Training effective deep reinforcement learning agents for real-time life-cycle production optimization K Zhang, Z Wang, G Chen, L Zhang, Y Yang, C Yao, J Wang, J Yao Journal of Petroleum Science and Engineering 208, 109766, 2022 | 115 | 2022 |
| Global and local surrogate-model-assisted differential evolution for waterflooding production optimization G Chen, K Zhang, L Zhang, X Xue, D Ji, C Yao, J Yao, Y Yang SPE Journal 25 (01), 105-118, 2020 | 88 | 2020 |
| Efficient hierarchical surrogate-assisted differential evolution for high-dimensional expensive optimization G Chen, Y Li, K Zhang, X Xue, J Wang, Q Luo, C Yao, J Yao Information Sciences 542, 228-246, 2021 | 76 | 2021 |
| A radial basis function surrogate model assisted evolutionary algorithm for high-dimensional expensive optimization problems G Chen, K Zhang, X Xue, L Zhang, C Yao, J Wang, J Yao Applied Soft Computing 116, 108353, 2022 | 69 | 2022 |
| A surrogate-assisted multi-objective evolutionary algorithm with dimension-reduction for production optimization M Zhao, K Zhang, G Chen, X Zhao, C Yao, H Sun, Z Huang, J Yao Journal of Petroleum Science and Engineering 192, 107192, 2020 | 61 | 2020 |
| Surrogate-assisted evolutionary algorithm with dimensionality reduction method for water flooding production optimization G Chen, K Zhang, X Xue, L Zhang, J Yao, H Sun, L Fan, Y Yang Journal of Petroleum Science and Engineering 185, 106633, 2020 | 59 | 2020 |
| A classification-based surrogate-assisted multiobjective evolutionary algorithm for production optimization under geological uncertainty M Zhao, K Zhang, G Chen, X Zhao, J Yao, C Yao, L Zhang, Y Yang SPE Journal 25 (05), 2450-2469, 2020 | 50 | 2020 |
| Current status and prospect for the research and application of big data and intelligent optimization methods in oilfield development K Zhang, X Zhao, L Zhang, H Zhang, H Wang, G Chen, M Zhao, Y Jiang, ... Journal of China University of Petroleum (Edition of Natural Science) 44 (4 …, 2020 | 48 | 2020 |
| Rapid and Effective Removal of Cu2+ from Aqueous Solution Using Novel Chitosan and Laponite-Based Nanocomposite as Adsorbent J Cao, H Cao, Y Zhu, S Wang, D Qian, G Chen, M Sun, W Huang Polymers 9 (1), 5, 2016 | 29 | 2016 |
| Surrogate-assisted differential evolution for production optimization with nonlinear state constraints X Zhao, K Zhang, G Chen, X Xue, C Yao, J Wang, Y Yang, H Zhao, J Yao Journal of Petroleum Science and Engineering 194, 107441, 2020 | 27 | 2020 |
| 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 | 24 | 2023 |
| An efficient infill well placement optimization approach for extra-low permeability reservoir Q Dai, L Zhang, K Zhang, G Chen, X Ma, J Wang, H Zhang, X Yan, P Liu, ... Journal of Energy Resources Technology 145 (3), 033001, 2023 | 19 | 2023 |
| 智能油田开发中的大数据及智能优化理论和方法研究现状及展望. 张凯， 赵兴刚， 张黎明， 张华清， 王浩臣， 陈国栋， 赵孟杰， 姜云启， 姚军 Journal of China University of Petroleum, 2020 | 18 | 2020 |
| 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 |
| A divide-and-conquer optimization paradigm for waterflooding production optimization X Xue, G Chen, K Zhang, L Zhang, X Zhao, L Song, M Wang, P Wang Journal of Petroleum Science and Engineering 211, 110050, 2022 | 16 | 2022 |
| Data-driven evolutionary algorithm for oil reservoir well-placement and control optimization G Chen, X Luo, JJ Jiao, X Xue Fuel 326, 125125, 2022 | 15 | 2022 |
| A double-model differential evolution for constrained waterflooding production optimization K Zhang, X Zhao, G Chen, M Zhao, J Wang, C Yao, H Sun, J Yao, ... Journal of Petroleum Science and Engineering 207, 109059, 2021 | 15 | 2021 |
| A reservoir production optimization method based on principal component analysis and surrogate model K Zhang, G Chen, X Xue, L Zhang, H Sun, C Yao Journal of China University of Petroleum (Edition of Natural Science) 44, 90-97, 2020 | 9 | 2020 |
| Fracture network characterization with deep generative model based stochastic inversion G Chen, X Luo, JJ Jiao, C Jiang Energy 273, 127302, 2023 | 8 | 2023 |
