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Journal Articles

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

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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 articletitled, 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

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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 articletitled, 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

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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 articletitled, 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

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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 articletitled, History Matching of Naturally Fractured Reservoirs Using a Deep Sparse Autoencoder
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Journal Articles

Data-Driven Niching Differential Evolution with Adaptive Parameters Control for History Matching and Uncertainty Quantification

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Xiaopeng Ma, Kai Zhang, Liming Zhang, Chuanjin Yao, Jun Yao, Haochen Wang, Wang Jian, Yongfei Yan
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 26 (02): 993–1010.
Paper Number: SPE-205014-PA
https://doi.org/10.2118/205014-PA
Published: 14 April 2021
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View articletitled, Data-Driven Niching Differential Evolution with Adaptive Parameters Control for History Matching and Uncertainty Quantification
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Journal Articles

Multiscale-Network Structure Inversion of Fractured Media Based on a Hierarchical-Parameterization and Data-Driven Evolutionary-Optimization Method

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Xiaopeng Ma, Kai Zhang, Chuanjin Yao, Liming Zhang, Jian Wang, Yongfei Yang, Jun Yao
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 25 (05): 2729–2748.
Paper Number: SPE-201237-PA
https://doi.org/10.2118/201237-PA
Published: 15 October 2020
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View articletitled, Multiscale-Network Structure Inversion of Fractured Media Based on a Hierarchical-Parameterization and Data-Driven Evolutionary-Optimization Method
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Journal Articles

A Classification-Based Surrogate-Assisted Multiobjective Evolutionary Algorithm for Production Optimization under Geological Uncertainty

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Mengjie Zhao, Kai Zhang, Guodong Chen, Xinggang Zhao, Jun Yao, Chuanjin Yao, Liming Zhang, Yongfei Yang
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 25 (05): 2450–2469.
Paper Number: SPE-201229-PA
https://doi.org/10.2118/201229-PA
Published: 15 October 2020
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View articletitled, A Classification-Based Surrogate-Assisted Multiobjective Evolutionary Algorithm for Production Optimization under Geological Uncertainty
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Journal Articles

Global and Local Surrogate-Model-Assisted Differential Evolution for Waterflooding Production Optimization

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Guodong Chen, Kai Zhang, Liming Zhang, Xiaoming Xue, Dezhuang Ji, Chuanjin Yao, Jun Yao, Yongfei Yang
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 25 (01): 105–118.
Paper Number: SPE-199357-PA
https://doi.org/10.2118/199357-PA
Published: 17 February 2020
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View articletitled, Global and Local Surrogate-Model-Assisted Differential Evolution for Waterflooding Production Optimization
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Proceedings Papers

Microbial Remediation of Guar-Based Fracturing Fluid Damage

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Xin Ma, Guanglun Lei, Zhihui Wang, Qi'an Da, Ping Song, Xin Zhang, Chuanjin Yao
Paper presented at the SPE International Conference and Exhibition on Formation Damage Control, February 7–9, 2018
Paper Number: SPE-189487-MS
https://doi.org/10.2118/189487-MS
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View Paper titled, Microbial Remediation of Guar-Based Fracturing Fluid Damage
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Proceedings Papers

Research and Application of Micron-Size Polyacrylamide Elastic Microspheres as a Smart Sweep Improvement and Profile Modification Agent

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Chuanjin Yao, Xiaohong Xu, Dan Wang, Guanglun Lei, Shifeng Xue, Jian Hou, Lawrence M. Cathles, Tammo S. Steenhuis
Paper presented at the SPE Improved Oil Recovery Conference, April 11–13, 2016
Paper Number: SPE-179531-MS
https://doi.org/10.2118/179531-MS
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View Paper titled, Research and Application of Micron-Size Polyacrylamide Elastic Microspheres as a Smart Sweep Improvement and Profile Modification Agent
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Proceedings Papers

Experiment and Simulation of Indigenous Microbial Enhanced Oil Recovery (IMEOR)

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Chuanjin Yao, Guanglun Lei, Jiye Ma, Chuan Wu, Wenzhong Li
Paper presented at the International Petroleum Technology Conference, November 15–17, 2011
Paper Number: IPTC-14268-MS
https://doi.org/10.2523/IPTC-14268-MS
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View Paper titled, Experiment and Simulation of Indigenous Microbial Enhanced Oil Recovery (IMEOR)
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Proceedings Papers

In Situ Upgrading Extra-heavy Oil by Catalytic Aquathermolysis Treatment Using a New Catalyst based Anamphiphilic Molybdenum Chelate

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Chuan Wu, Guanglun Lei, Chuanjin Yao, Xiaofei Jia
Paper presented at the International Oil and Gas Conference and Exhibition in China, June 8–10, 2010
Paper Number: SPE-130333-MS
https://doi.org/10.2118/130333-MS
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View Paper titled, In Situ Upgrading Extra-heavy Oil by Catalytic Aquathermolysis Treatment Using a New Catalyst based Anamphiphilic Molybdenum Chelate
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