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Journal Articles

Effect of Pore Structure on Tertiary Low-Salinity Waterflooding in Carbonates: An In-Situ Experimental Investigation

Chunyu Tong, Yongfei Yang, Qi Zhang, Haoyun Li, Lei Zhang, Hai Sun, Junjie Zhong, Kai Zhang, Jun Yao
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 29 (12): 7074–7087.
Paper Number: SPE-223613-PA
https://doi.org/10.2118/223613-PA
Published: 11 December 2024
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View article titled, Effect of Pore Structure on Tertiary Low-Salinity Waterflooding in Carbonates: An In-Situ Experimental Investigation
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Journal Articles

Pore-Scale Simulation of the Effect of Wettability Alteration on Flow Transport Kinetics in 3D Natural Porous Media

Yongfei Yang, Haoyun Li, Chunyu Tong, Lei Zhang, Hai Sun, Junjie Zhong, Kai Zhang, Jun Yao
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 29 (11): 6332–6349.
Paper Number: SPE-223106-PA
https://doi.org/10.2118/223106-PA
Published: 13 November 2024
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View article titled, Pore-Scale Simulation of the Effect of Wettability Alteration on Flow Transport Kinetics in 3D Natural Porous Media
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Includes: Supplementary Content
Journal Articles

Trajectory Recognition and Working Condition Analysis of Rod Pumping Systems Based on Pose Estimation Method with Heatmap-Free Joint Detection

Kai Zhang, Xiaolong Xia, Zewen Song, Liming Zhang, Yongfei Yang, Jian Wang, Jun Yao, Huaqing Zhang, Yue Zhang, Gaocheng Feng, Chen Liu
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 29 (10): 5521–5537.
Paper Number: SPE-223095-PA
https://doi.org/10.2118/223095-PA
Published: 09 October 2024
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View article titled, Trajectory Recognition and Working Condition Analysis of Rod Pumping Systems Based on Pose Estimation Method with Heatmap-Free Joint Detection
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Journal Articles

Enhancing Safety and Workover Efficiency Through Real-Time Scale-Adaptive Video Detection of Critical Objects at the Wellsite

Kai Zhang, Zewen Song, Xiaolong Xia, Liming Zhang, Yongfei Yang, Hai Sun, Jun Yao, Huaqing Zhang, Yue Zhang, Gaocheng Feng, Chen Liu
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 29 (08): 3982–3999.
Paper Number: SPE-219771-PA
https://doi.org/10.2118/219771-PA
Published: 14 August 2024
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View article titled, Enhancing Safety and Workover Efficiency Through Real-Time Scale-Adaptive Video Detection of Critical Objects at the Wellsite
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Journal Articles

Predicting Oil Production After Enhancement Techniques Using Multidimensional Feature Representation Learning: A Case Study of Profile Control Technique

Lu Yang, Kai Zhang, Huaqing Zhang, Liming Zhang, Jun Yao, Yang Wang, Yongfei Yang, Jian Wang
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 29 (08): 3876–3891.
Paper Number: SPE-221461-PA
https://doi.org/10.2118/221461-PA
Published: 14 August 2024
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View article titled, Predicting Oil Production After Enhancement Techniques Using Multidimensional Feature Representation Learning: A Case Study of Profile Control Technique
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Journal Articles

Competitive Knowledge Transfer–Enhanced Surrogate-Assisted Search for Production Optimization

Chenming Cao, Xiaoming Xue, Kai Zhang, Linqi Song, Liming Zhang, Xia Yan, Yongfei Yang, Jun Yao, Wensheng Zhou, Chen Liu
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 29 (06): 3277–3292.
Paper Number: SPE-219732-PA
https://doi.org/10.2118/219732-PA
Published: 12 June 2024
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View article titled, Competitive Knowledge Transfer–Enhanced Surrogate-Assisted Search for Production Optimization
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Journal Articles

Phase Behaviors of Gas Condensate at Pore Scale: Direct Visualization via Microfluidics and In-Situ CT Scanning

Wenlong Jing, Lei Zhang, Aifen Li, Tengyu Liu, Yulong Cheng, Hai Sun, Yongfei Yang, Guangpu Zhu, Jun Yao, Junjie Zhong
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 29 (05): 2566–2577.
Paper Number: SPE-218421-PA
https://doi.org/10.2118/218421-PA
Published: 15 May 2024
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View article titled, Phase Behaviors of Gas Condensate at Pore Scale: Direct Visualization via Microfluidics and In-Situ CT Scanning
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Journal Articles

Pore-Scale Characterization of CO 2 Trapping and Oil Displacement in Three-Phase Flow in a Heterogeneous Layered Sandstone

Yingwen Li, Yongfei Yang, Mingzhe Dong, Gloire Imani, Jun Yao, Kai Zhang, Hai Sun, Junjie Zhong, Lei Zhang
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 29 (02): 1147–1160.
Paper Number: SPE-217996-PA
https://doi.org/10.2118/217996-PA
Published: 14 February 2024
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View article titled, Pore-Scale Characterization of CO 2 Trapping and Oil Displacement in Three-Phase Flow in a Heterogeneous Layered Sandstone
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Includes: Supplementary Content
Journal Articles

Pore-Scale Simulation of Fracture Propagation by CO 2 Flow Induced in Deep Shale Based on Hydro-Mechanical Coupled Model

Ziwei Liu, Yongfei Yang, Qi Zhang, Gloire Imani, Lei Zhang, Hai Sun, Junjie Zhong, Kai Zhang, Jun Yao
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 29 (02): 1210–1225.
Paper Number: SPE-217990-PA
https://doi.org/10.2118/217990-PA
Published: 14 February 2024
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View article titled, Pore-Scale Simulation of Fracture Propagation by CO 2 Flow Induced in Deep Shale Based on Hydro-Mechanical Coupled Model
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Journal Articles

Adaptive Basis Function Selection Enhanced Multisurrogate-Assisted Evolutionary Algorithm for Production Optimization

Jialin Wang, Kai Zhang, Liming Zhang, Jian Wang, Wenfeng Peng, Xia Yan, Haochen Wang, Huaqing Zhang, Yongfei Yang, Hai Sun, Piyang Liu, Haichuan Chen, Xiaokun Fang
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 28 (06): 3192–3209.
Paper Number: SPE-217432-PA
https://doi.org/10.2118/217432-PA
Published: 13 December 2023
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View article titled, Adaptive Basis Function Selection Enhanced Multisurrogate-Assisted Evolutionary Algorithm for Production Optimization
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Includes: Supplementary Content
Journal Articles

Inversion Framework of Reservoir Parameters Based on Deep Autoregressive Surrogate and Continual Learning Strategy

Kai Zhang, Wenhao Fu, Jinding Zhang, Wensheng Zhou, Chen Liu, Piyang Liu, Liming Zhang, Xia Yan, Yongfei Yang, Hai Sun, Jun Yao
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 28 (05): 2223–2239.
Paper Number: SPE-215821-PA
https://doi.org/10.2118/215821-PA
Published: 11 October 2023
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View article titled, Inversion Framework of Reservoir Parameters Based on Deep Autoregressive Surrogate and Continual Learning Strategy
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Includes: Supplementary Content
Journal Articles

Imbalanced Working States Recognition of Sucker Rod Well Dynamometer Cards Based on Data Generation and Diversity Augmentation

Chengzhe Yin, Kai Zhang, Liming Zhang, Zhenpeng Wang, Piyang Liu, Huaqing Zhang, Yongfei Yang, Jun Yao
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 28 (04): 1925–1944.
Paper Number: SPE-214661-PA
https://doi.org/10.2118/214661-PA
Published: 09 August 2023
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View article titled, Imbalanced Working States Recognition of Sucker Rod Well Dynamometer Cards Based on Data Generation and Diversity Augmentation
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Journal Articles

Upscaling of Transport Properties in Complex Hydraulic Fracture Systems

Wenhui Song, Masa Prodanovic, Javier E. Santos, Jun Yao, Kai Zhang, Yongfei Yang
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 28 (03): 1026–1044.
Paper Number: SPE-212849-PA
https://doi.org/10.2118/212849-PA
Published: 14 June 2023
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View article titled, Upscaling of Transport Properties in Complex Hydraulic Fracture Systems
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Includes: Supplementary Content
Journal Articles

In-Situ Imaging of CO 2 Trapping and Oil Recovery in Three-Phase Systems: Dependence on Pore Geometry and Wettability

Yingwen Li, Yongfei Yang, Mingzhe Dong, Jun Yao, Kai Zhang, Hai Sun, Lei Zhang
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 28 (02): 768–782.
Paper Number: SPE-212830-PA
https://doi.org/10.2118/212830-PA
Published: 12 April 2023
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View article titled, In-Situ Imaging of CO 2 Trapping and Oil Recovery in Three-Phase Systems: Dependence on Pore Geometry and Wettability
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Includes: Supplementary Content
Journal Articles

Historical Window-Enhanced Transfer Gaussian Process for Production Optimization

Chao Zhong, Kai Zhang, Xiaoming Xue, Ji Qi, Liming Zhang, Xia Yan, Huaqing Zhang, Yongfei Yang
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 27 (05): 2895–2912.
Paper Number: SPE-209813-PA
https://doi.org/10.2118/209813-PA
Published: 12 October 2022
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View article titled, Historical Window-Enhanced Transfer Gaussian Process for Production Optimization
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Journal Articles

Effect of Pore Structure and Capillary Number on Gas-Water Flow Patterns in Carbonate Rocks

Yingwen Li, Yongfei Yang, Mingzhe Dong, Changfu Liu, Stefan Iglauer, Lixin Kang, Jun Yao, Kai Zhang, Hai Sun, Lei Zhang
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 27 (04): 1895–1904.
Paper Number: SPE-209615-PA
https://doi.org/10.2118/209615-PA
Published: 11 August 2022
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View article titled, Effect of Pore Structure and Capillary Number on Gas-Water Flow Patterns in Carbonate Rocks
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Includes: Supplementary Content
Journal Articles

Fourier Neural Operator for Solving Subsurface Oil/Water Two-Phase Flow Partial Differential Equation

Kai Zhang, Yuande Zuo, Hanjun Zhao, Xiaopeng Ma, Jianwei Gu, Jian Wang, Yongfei Yang, Chuanjin Yao, Jun Yao
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 27 (03): 1815–1830.
Paper Number: SPE-209223-PA
https://doi.org/10.2118/209223-PA
Published: 16 June 2022
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View article titled, Fourier Neural Operator for Solving Subsurface Oil/Water Two-Phase Flow Partial Differential Equation
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Journal Articles

An Efficient Spatial-Temporal Convolution Recurrent Neural Network Surrogate Model for History Matching

Xiaopeng Ma, Kai Zhang, Jian Wang, Chuanjin Yao, Yongfei Yang, Hai Sun, Jun Yao
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 27 (02): 1160–1175.
Paper Number: SPE-208604-PA
https://doi.org/10.2118/208604-PA
Published: 13 April 2022
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View article titled, An Efficient Spatial-Temporal Convolution Recurrent Neural Network Surrogate Model for History Matching
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Journal Articles

An Interpretable Interflow Simulated Graph Neural Network for Reservoir Connectivity Analysis

Haochen Wang, Jianfa Han, Kai Zhang, Chuanjin Yao, Xiaopeng Ma, Liming Zhang, Yongfei Yang, Huaqing Zhang, Jun Yao
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 26 (04): 1636–1651.
Paper Number: SPE-205024-PA
https://doi.org/10.2118/205024-PA
Published: 11 August 2021
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View article titled, An Interpretable Interflow Simulated Graph Neural Network for Reservoir Connectivity Analysis
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Journal Articles

History Matching of Naturally Fractured Reservoirs Using a Deep Sparse Autoencoder

Kai Zhang, Jinding Zhang, Xiaopeng Ma, Chuanjin Yao, Liming Zhang, Yongfei Yang, Jian Wang, Jun Yao, Hui Zhao
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 26 (04): 1700–1721.
Paper Number: SPE-205340-PA
https://doi.org/10.2118/205340-PA
Published: 11 August 2021
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View article titled, History Matching of Naturally Fractured Reservoirs Using a Deep Sparse Autoencoder
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