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OpenAlex is a bibliographic catalogue of scientific papers, authors and institutions accessible in open access mode, named after the Library of Alexandria. It's citation coverage is excellent and I hope you will find utility in this listing of citing articles!

If you click the article title, you'll navigate to the article, as listed in CrossRef. If you click the Open Access links, you'll navigate to the "best Open Access location". Clicking the citation count will open this listing for that article. Lastly at the bottom of the page, you'll find basic pagination options.

Requested Article:

Global and Local Surrogate-Model-Assisted Differential Evolution for Waterflooding Production Optimization
Guodong Chen, Kai Zhang, Liming Zhang, et al.
SPE Journal (2019) Vol. 25, Iss. 01, pp. 105-118
Closed Access | Times Cited: 83

Showing 1-25 of 83 citing articles:

Affine Transformation-Enhanced Multifactorial Optimization for Heterogeneous Problems
Xiaoming Xue, Kai Zhang, Kay Chen Tan, et al.
IEEE Transactions on Cybernetics (2020) Vol. 52, Iss. 7, pp. 6217-6231
Closed Access | Times Cited: 150
A framework for predicting the production performance of unconventional resources using deep learning
Sen Wang, Chao-xu Qin, Qihong Feng, et al.
Applied Energy (2021) Vol. 295, pp. 117016-117016
Closed Access | Times Cited: 128
Training effective deep reinforcement learning agents for real-time life-cycle production optimization
Kai Zhang, Zhongzheng Wang, Guodong Chen, et al.
Journal of Petroleum Science and Engineering (2021) Vol. 208, pp. 109766-109766
Closed Access | Times Cited: 125
Machine Learning into Metaheuristics
El‐Ghazali Talbi
ACM Computing Surveys (2021) Vol. 54, Iss. 6, pp. 1-32
Closed Access | Times Cited: 112
A CNN-BiGRU-AM neural network for AI applications in shale oil production prediction
Guangzhao Zhou, Zanquan Guo, Simin Sun, et al.
Applied Energy (2023) Vol. 344, pp. 121249-121249
Closed Access | Times Cited: 45
A critical review on intelligent optimization algorithms and surrogate models for conventional and unconventional reservoir production optimization
Wang Lian, Yuedong Yao, Xiaodong Luo, et al.
Fuel (2023) Vol. 350, pp. 128826-128826
Closed Access | Times Cited: 41
Data-Driven Niching Differential Evolution with Adaptive Parameters Control for History Matching and Uncertainty Quantification
Xiaopeng Ma, Kai Zhang, Liming Zhang, et al.
SPE Journal (2021) Vol. 26, Iss. 02, pp. 993-1010
Closed Access | Times Cited: 98
A radial basis function surrogate model assisted evolutionary algorithm for high-dimensional expensive optimization problems
Guodong Chen, Kai Zhang, Xiaoming Xue, et al.
Applied Soft Computing (2021) Vol. 116, pp. 108353-108353
Closed Access | Times Cited: 86
Multifidelity Genetic Transfer: An Efficient Framework for Production Optimization
F Yin, Xiaoming Xue, Chengze Zhang, et al.
SPE Journal (2021) Vol. 26, Iss. 04, pp. 1614-1635
Closed Access | Times Cited: 77
Convolutional – recurrent neural network proxy for robust optimization and closed-loop reservoir management
Yong Do Kim, Louis J. Durlofsky
Computational Geosciences (2023) Vol. 27, Iss. 2, pp. 179-202
Closed Access | Times Cited: 24
Data-driven production optimization using particle swarm algorithm based on the ensemble-learning proxy model
Shuyi Du, Xiangguo Zhao, Chiyu Xie, et al.
Petroleum Science (2023) Vol. 20, Iss. 5, pp. 2951-2966
Open Access | Times Cited: 22
A Surrogate-Assisted Differential Evolution with fitness-independent parameter adaptation for high-dimensional expensive optimization
Laiqi Yu, Chongle Ren, Zhenyu Meng
Information Sciences (2024) Vol. 662, pp. 120246-120246
Closed Access | Times Cited: 13
A surrogate-assisted multi-objective evolutionary algorithm with dimension-reduction for production optimization
Mengjie Zhao, Kai Zhang, Guodong Chen, et al.
Journal of Petroleum Science and Engineering (2020) Vol. 192, pp. 107192-107192
Closed Access | Times Cited: 62
A Recurrent Neural Network–Based Proxy Model for Well-Control Optimization with Nonlinear Output Constraints
Yong Do Kim, Louis J. Durlofsky
SPE Journal (2021) Vol. 26, Iss. 04, pp. 1837-1857
Closed Access | Times Cited: 48
A Survey on the Application of Machine Learning and Metaheuristic Algorithms for Intelligent Proxy Modeling in Reservoir Simulation
Cuthbert Shang Wui Ng, Menad Nait Amar, Ashkan Jahanbani Ghahfarokhi, et al.
Computers & Chemical Engineering (2022) Vol. 170, pp. 108107-108107
Open Access | Times Cited: 33
INSIM-BHP: A physics-based data-driven reservoir model for history matching and forecasting with bottomhole pressure and production rate data under waterflooding
Ying Li, Mustafa Önür
Journal of Computational Physics (2022) Vol. 473, pp. 111714-111714
Closed Access | Times Cited: 28
Multi-stage three-phase and compositional history matching: Field application to CO2 enhanced oil recovery in the Permian Basin, Texas
Ruxin Zhang, Akhil Datta‐Gupta, Jaeyoung Park, et al.
Fuel (2025) Vol. 387, pp. 134339-134339
Closed Access
A Classification-Based Surrogate-Assisted Multiobjective Evolutionary Algorithm for Production Optimization under Geological Uncertainty
Mengjie Zhao, Kai Zhang, Guodong Chen, et al.
SPE Journal (2020) Vol. 25, Iss. 05, pp. 2450-2469
Closed Access | Times Cited: 47
An Interpretable Recurrent Neural Network for Waterflooding Reservoir Flow Disequilibrium Analysis
Yunqi Jiang, Wenjuan Shen, Huaqing Zhang, et al.
Water (2023) Vol. 15, Iss. 4, pp. 623-623
Open Access | Times Cited: 14
Fracture network characterization with deep generative model based stochastic inversion
Guodong Chen, Xin Luo, Jiu Jimmy Jiao, et al.
Energy (2023) Vol. 273, pp. 127302-127302
Open Access | Times Cited: 14
Crisscross Moss Growth Optimization: An Enhanced Bio-Inspired Algorithm for Global Production and Optimization
Tong Yue, Tao Li
Biomimetics (2025) Vol. 10, Iss. 1, pp. 32-32
Open Access
Analysis of reservoir rock permeability changes due to solid precipitation during waterflooding using artificial neural network
Azizollah Khormali, Soroush Ahmadi, А. Н. Александров
Journal of Petroleum Exploration and Production Technology (2025) Vol. 15, Iss. 1
Open Access
Surrogate-assisted differential evolution: A survey
Laiqi Yu, Zhenyu Meng, Lingping Kong, et al.
Swarm and Evolutionary Computation (2025) Vol. 94, pp. 101879-101879
Closed Access
Streamline-Based Three-Phase History Matching for Field-Scale Compositional Modeling Under CO2 Enhanced-Oil-Recovery in the Permian Basin, Texas
Ruxin Zhang, Jaeyoung Park, Krishna Chaitanya Nunna, et al.
SPE Reservoir Simulation Conference (2025)
Closed Access
Multiscale-Network Structure Inversion of Fractured Media Based on a Hierarchical-Parameterization and Data-Driven Evolutionary-Optimization Method
Xiaopeng Ma, Kai Zhang, Chuanjin Yao, et al.
SPE Journal (2020) Vol. 25, Iss. 05, pp. 2729-2748
Closed Access | Times Cited: 33
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