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Liming Zhang

china university of petroleum

20H-index
90Paper Count
1.6KCitation Count
Published Papers 27
Publication Date
Adaptive multi-surrogate and hypervolume-guided multi-objective optimization of CO2 enhanced oil recovery and geological storage
errFuel
IF7.5
err2026-07-29
err0
PREAI
errQinyang Dai; Liming Zhang; Xia Yan; Kai Zhang; Peiyin Jiang; Xiaoming Xue; Wei Zhang
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Parameter Inversion in Latent Space for Large-Scale Reservoirs via Deep Generative Adversarial Networks
err2026-02-01
err0
PREAI
errShen, Jiahui; Liu, Piyang; Zhang, Kai; Ju, Yafeng; Fu, Wenhao; Zhang, Jinding; Chen, Xu; Zhang, Liming; Yan, Xia; Yao, Jun
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Joint Optimization of Discrete and Continuous Reservoir Control Strategies Using Recent Experience-Based Hybrid Maximum Entropy Deep Reinforcement Learning
err2026-01-01
err0
PREAI
errXin, Guojing; Zhang, Kai; Sun, Zifeng; Zhang, Liming; Wang, Zhongzheng; Zhang, Wenjuan; Liu, Piyang; Yan, Xia; Yang, Yongfei; Sun, Hai
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Carbon-pricing optimization framework for oilfield carbon dioxide-water alternation with economic and environmental gains
err2025-10-06
err0
PREAI
errQinyang Dai; Liming Zhang; Kai Zhang; Guodong Chen; Zhangxing Chen; Xiaoming Xue; Yang Wang; Zhongzheng Wang; Chaojie Di; Fuzhen Zhao; Jijie Bai
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A Finite-Volume Based Physics-Informed Fourier Neural Operator Network for Parametric Learning of Subsurface Flow
err2025-08-16
err0
PREAI
errXia Yan; Jingqi Lin; Yafeng Ju; Qi Zhang; Zhao Zhang; Liming Zhang; Jun Yao; Kai Zhang
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Deep Bayesian surrogate models with adaptive online sampling for ensemble-based data assimilation
err2025-03-01
err1
PREAI
errZhang, Jinding; Zhang, Kai; Liu, Piyang; Zhang, Liming; Fu, Wenhao; Chen, Xu; Wang, Jian; Liu, Chen; Yang, Yongfei; Sun, Hai; Yao, Jun
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Adaptive constraint-guided surrogate enhanced evolutionary algorithm for horizontal well placement optimization in oil reservoir
err2025-01-01
err0
PREAI
errDai, Qinyang; Zhang, Liming; Wang, Peng; Zhang, Kai; Chen, Guodong; Chen, Zhangxing; Xue, Xiaoming; Wang, Jian; Liu, Chen; Yan, Xia; Liu, Piyang; Wu, Dawei; Qin, Guoyu; Liu, Xingyu
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The real-time dynamic liquid level calculation method of the sucker rod well based on multi-view features fusion
err2024-10-01
err0
errOAAI
errYin, Cheng-Zhe; Zhang, Kai; Liu, Jia-Yuan; Wang, Xin-Yan; Li, Min; Zhang, Li-Ming; Zhou, Wen-Sheng
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Better use of experience from other reservoirs for accurate production forecasting by learn-to-learn method
err2024-02-01
err1
errOAAI
errWang, Hao-Chen; Zhang, Kai; Chen, Nancy; Zhou, Wen-Sheng; Liu, Chen; Wang, Ji-Fu; Zhang, Li -Ming; Yu, Zhi-Gang; Cui, Shi-Ti; Yang, Mei-Chun
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Multi-surrogate framework with an adaptive selection mechanism for production optimization
err2024-02-01
err3
errOAAI
errWang, Jia-Lin; Zhang, Li -Ming; Zhang, Kai; Wang, Jian; Zhou, Jian-Ping; Peng, Wen-Feng; Yin, Fa-Liang; Zhong, Chao; Yan, Xia; Liu, Pi -Yang; Zhang, Hua-Qing; Yang, Yong-Fei; Sun, Hai
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Towards efficient and accurate CO2 sequestration optimization: Integrating hierarchical spatio-temporal information into deep-learning-based surrogate models
errFUEL
IF7.5
err2024-01-01
err5
PREAI
errLin, Jingqi; Zhang, Kai; Zhang, Liming; Liu, Piyang; Peng, Wenfeng; Zhang, Huaqing; Yan, Xia; Liu, Chen; Yang, Yongfei; Sun, Hai; Yao, Jun
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Adaptive Basis Function Selection Enhanced Multisurrogate-Assisted Evolutionary Algorithm for Production Optimization
err2023-07-25
err3
PREAI
errWang, Jialin; Zhang, Kai; Zhang, Liming; Wang, Jian; Peng, Wenfeng; Yan, Xia; Wang, Haochen; Zhang, Huaqing; Yang, Yongfei; Sun, Hai; Liu, Piyang; Chen, Haichuan; Fang, Xiaokun
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An Interpretable Recurrent Neural Network for Waterflooding Reservoir Flow Disequilibrium Analysis
err2023-02-05
err2
errOAAI
errJiang, Yunqi; Shen, Wenjuan; Zhang, Huaqing; Zhang, Kai; Wang, Jian; Zhang, Liming
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Simulation Study for Hydraulic Fracture Monitoring Based on Electromagnetic Detection Technology
err2023-02-01
err0
errOAAI
errZhang, Liming; Zhou, Xingyu; Sun, Jijia; Jiang, Peiyin; Lu, Zhihao; Cheng, Cheng
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Evolutionary-assisted reinforcement learning for reservoir real-time production optimization under uncertainty
err2023-02-01
err23
errOAAI
errWang, Zhong-Zheng; Zhang, Kai; Chen, Guo-Dong; Zhang, Jin-Ding; Wang, Wen-Dong; Wang, Hao-Chen; Zhang, Li -Ming; Yan, Xia; Yao, Jun
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Waterflooding Interwell Connectivity Characterization and Productivity Forecast with Physical Knowledge Fusion and Model Structure Transfer
err2023-01-04
err5
errOAAI
errJiang, Yunqi; Zhang, Huaqing; Zhang, Kai; Wang, Jian; Han, Jianfa; Cui, Shiti; Zhang, Liming; Zhao, Hanjun; Liu, Piyang; Song, Honglin
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Affine Transformation-Enhanced Multifactorial Optimization for Heterogeneous Problems
err2022-07-01
err144
PREAI
errXue, Xiaoming; Zhang, Kai; Tan, Kay Chen; Feng, Liang; Wang, Jian; Chen, Guodong; Zhao, Xinggang; Zhang, Liming; Yao, Jun
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A radial basis function surrogate model assisted evolutionary algorithm for high-dimensional expensive optimization problems
err2022-02-01
err51
PREAI
errChen, Guodong; Zhang, Kai; Xue, Xiaoming; Zhang, Liming; Yao, Chuanjin; Wang, Jian; Yao, Jun
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