| 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 | 194 | 2020 |
| 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 | 130 | 2021 |
| 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 | 127 | 2022 |
| Data-driven niching differential evolution with adaptive parameters control for history matching and uncertainty quantification X Ma, K Zhang, L Zhang, C Yao, J Yao, H Wang, W Jian, Y Yan Spe Journal 26 (02), 993-1010, 2021 | 112 | 2021 |
| 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 | 96 | 2020 |
| Optimal well placement using an adjoint gradient K Zhang, G Li, AC Reynolds, J Yao, L Zhang Journal of Petroleum Science and Engineering 73 (3-4), 220-226, 2010 | 91 | 2010 |
| 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 | 87 | 2022 |
| Cooperative artificial bee colony algorithm with multiple populations for interval multiobjective optimization problems L Zhang, S Wang, K Zhang, X Zhang, Z Sun, H Zhang, MT Chipecane, ... IEEE Transactions on Fuzzy Systems 27 (5), 1052-1065, 2018 | 82 | 2018 |
| Pore‐scale investigation of methane hydrate dissociation using the lattice Boltzmann method L Zhang, C Zhang, K Zhang, L Zhang, J Yao, H Sun, Y Yang Water Resources Research 55 (11), 8422-8444, 2019 | 70 | 2019 |
| 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 | 66 | 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 | 58 | 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 | 54 | 2020 |
| A fractal discrete fracture network model for history matching of naturally fractured reservoirs L Zhang, C Cui, X Ma, Z Sun, F Liu, K Zhang Fractals 27 (01), 1940008, 2019 | 51 | 2019 |
| Fault diagnosis method for sucker rod well with few shots based on meta-transfer learning K Zhang, Q Wang, L Wang, H Zhang, L Zhang, J Yao, Y Yang Journal of Petroleum Science and Engineering 212, 110295, 2022 | 35 | 2022 |
| 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 | 35 | 2022 |
| Self-adaptive multifactorial evolutionary algorithm for multitasking production optimization J Yao, Y Nie, Z Zhao, X Xue, K Zhang, C Yao, L Zhang, J Wang, Y Yang Journal of Petroleum Science and Engineering 205, 108900, 2021 | 32 | 2021 |
| Multiscale-network structure inversion of fractured media based on a hierarchical-parameterization and data-driven evolutionary-optimization method X Ma, K Zhang, C Yao, L Zhang, J Wang, Y Yang, J Yao SPE Journal 25 (05), 2729-2748, 2020 | 31 | 2020 |
| Production optimization for alternated separate-layer water injection in complex fault reservoirs L Zhang, C Xu, K Zhang, C Yao, Y Yang, J Yao Journal of Petroleum Science and Engineering 193, 107409, 2020 | 31 | 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 | 28 | 2023 |
| Water flooding optimization with adjoint model under control constraints K Zhang, L Zhang, YAO Jun, Y Chen, R Lu Journal of Hydrodynamics, Ser. B 26 (1), 75-85, 2014 | 26 | 2014 |
