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Proceedings Papers

Automatic low-order weak faults detection from carbonate reservoir based on deep learning and ant tracking

Han Wang, Xingwei Wu, Hanqing Wang, Jin Meng, Ji Chang, Tianrui Ye, Yujie Zhou, Dongwei Zhang, Yitian Xiao
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 26–29, 2024
Paper Number: SEG-2024-4089465
https://doi.org/10.1190/image2024-4089465.1
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View Paper titled, Automatic low-order weak faults detection from carbonate reservoir based on deep learning and ant tracking
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Proceedings Papers

A hybrid framework of physical constraints and sequence learning for production forecasting with application in the Weirong shale gas field, China

Ji Chang, Han Wang, Hanqing Wang, Yujie Zhou, Jin Meng, Yitian Xiao
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 26–29, 2024
Paper Number: SEG-2024-4097293
https://doi.org/10.1190/image2024-4097293.1
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View Paper titled, A hybrid framework of physical constraints and sequence learning for production forecasting with application in the Weirong shale gas field, China
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Proceedings Papers

Data-Driven Rock Mechanics Parameter Calculation Through the Integration of EPBP and OSDU: A Case Study

Hanqing Wang, Meng Han, Xiaobin Zhang, Xiaomei Kang, Zhimin Bai, Jin Meng, Dongwei Zhang, Yujie Zhou, Tianrui Ye, Ji Chang, Han Wang, Yitian Xiao, Xudong Sun
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-1189
https://doi.org/10.56952/ARMA-2024-1189
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View Paper titled, Data-Driven Rock Mechanics Parameter Calculation Through the Integration of EPBP and OSDU: A Case Study
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Proceedings Papers

A Machine-Learning-Based Workflow for Drilling Risk Prediction of Wellbore Instability and Trajectory Optimization in Ultra-Deep Formation

Hanqing Wang, Ruxin Zhang, Ziyan Deng, Jin Meng, Han Wang, Yujie Zhou, Fan Yang, Ji Chang, Yitian Xiao, Huiwen Pang
Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 17–19, 2024
Paper Number: URTEC-4034008-MS
https://doi.org/10.15530/urtec-2024-4034008
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View Paper titled, A Machine-Learning-Based Workflow for Drilling Risk Prediction of Wellbore Instability and Trajectory Optimization in Ultra-Deep Formation
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Proceedings Papers

Towards Universal Production Forecasting via Adversarial Transfer Learning and Transformer with Application in the Shengli Oilfield, China

Ji Chang, Jin Meng, Dongwei Zhang, Tianrui Ye, Han Wang, Yitian Xiao
Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 17–19, 2024
Paper Number: URTEC-4032318-MS
https://doi.org/10.15530/urtec-2024-4032318
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View Paper titled, Towards Universal Production Forecasting via Adversarial Transfer Learning and Transformer with Application in the Shengli Oilfield, China
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Proceedings Papers

Deciphering Deep Coalbed Methane Sweet Spots in the Ordos Basin: Geological Influences and Characteristics

Zengqin Liu, Zongquan Hu, Baojian Shen, Bin Luo, Yitian Xiao, Shihu Zhao, Jiaqi Zhang, Xinjun Chen, Weishu Fu, Junyu Wan, Ziyi Liu
Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 17–19, 2024
Paper Number: URTEC-4043790-MS
https://doi.org/10.15530/urtec-2024-4043790
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View Paper titled, Deciphering Deep Coalbed Methane Sweet Spots in the Ordos Basin: Geological Influences and Characteristics
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Proceedings Papers

Geological Controls and Characteristics of Shale Gas Sweet Spots in Sichuan Basin's Wufeng-Longmaxi Reservoirs

Zongquan Hu, Baojian Shen, Wei Du, Zengqin Liu, Yitian Xiao, Jin Meng, Dongjun Feng, Chuanxiang Sun, Tianrui Ye, Bo Gao, Ruyue Wang
Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 17–19, 2024
Paper Number: URTEC-4043775-MS
https://doi.org/10.15530/urtec-2024-4043775
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View Paper titled, Geological Controls and Characteristics of Shale Gas Sweet Spots in Sichuan Basin's Wufeng-Longmaxi Reservoirs
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Proceedings Papers

Multi-Modal Data-Assisted Prediction and Analysis of Shale Gas Production Performance at Early Production Stage in Weirong Shale Gas Field, Sichuan Basin, China

Tianrui Ye, Yitian Xiao, Yong Zhao, Haitai Cao, Chunyan He
Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 13–15, 2023
Paper Number: URTEC-3863309-MS
https://doi.org/10.15530/urtec-2023-3863309
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View Paper titled, Multi-Modal Data-Assisted Prediction and Analysis of Shale Gas Production Performance at Early Production Stage in Weirong Shale Gas Field, Sichuan Basin, China
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Proceedings Papers

Quantitative Identification of Sandstone Lithology Based On Thin-Section Micrographs Using the U-net and U-net++ Semantic Segmentation Network

Baosen Zhang, Xin Jin, Yitian Xiao, Yunzhe Hou, Jin Meng, Zhenkai Huang, Meng Han
Paper presented at the International Petroleum Technology Conference, March 1–3, 2023
Paper Number: IPTC-22865-EA
https://doi.org/10.2523/IPTC-22865-EA
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View Paper titled, Quantitative Identification of Sandstone Lithology Based On Thin-Section Micrographs Using the U-net and U-net++ Semantic Segmentation Network
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Proceedings Papers

A hybrid data-driven approach for shale gas production performance analysis via machine learning, game theory, and Pareto optimization: Weirong shale gas field, Sichuan Basin, China

Tianrui Ye, Jin Meng, Yujie Zhou, Meng Han, Yitian Xiao, Yong Zhao, Haitao Cao, Chunyan He, Bin Hu
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3737766
https://doi.org/10.1190/image2022-3737766.1
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View Paper titled, A hybrid data-driven approach for shale gas production performance analysis via machine learning, game theory, and Pareto optimization: Weirong shale gas field, Sichuan Basin, China
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Proceedings Papers

Automated Well Top Picking and Reservoir Property Analysis of the Belly River Formation of the Western Canada Sedimentary Basin

Baosen Zhang, Tianrui Ye, Yitian Xiao, Dongmei Li, Guoping Wang, Cong Su, Tongyun Yao
Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 20–22, 2022
Paper Number: URTEC-3719133-MS
https://doi.org/10.15530/urtec-2022-3719133
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View Paper titled, Automated Well Top Picking and Reservoir Property Analysis of the Belly River Formation of the Western Canada Sedimentary Basin
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Proceedings Papers

Vision-based Sedimentary Structure Identification of Core Images using Transfer Learning and Convolutional Neural Network Approach

Baosen Zhang, Shiwang Chen, Yitian Xiao, Laiming Zhang, Chengshan Wang
Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 26–28, 2021
Paper Number: URTEC-2021-5375-MS
https://doi.org/10.15530/urtec-2021-5375
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View Paper titled, Vision-based Sedimentary Structure Identification of Core Images using Transfer Learning and Convolutional Neural Network Approach
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Proceedings Papers

Fundamental Approaches to Dolomitisation and Carbonate Diagenesis in Different Hydrogeological Systems and the Impact on Reservoir Quality Distribution

Yitian Xiao, Gareth D. Jones, Fiona F. Whitaker, Anwar B Al-Helal, Sherry Stafford, Enrique Gomez-Rivas, Sean Guidry
Paper presented at the International Petroleum Technology Conference, March 26–28, 2013
Paper Number: IPTC-16579-MS
https://doi.org/10.2523/IPTC-16579-MS
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View Paper titled, Fundamental Approaches to Dolomitisation and Carbonate Diagenesis in Different Hydrogeological Systems and the Impact on Reservoir Quality Distribution
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Proceedings Papers

Performance Evaluation in Data Rich Fayetteville Shale Gas Plays - Integrating Physics-based Reservoir Simulations with Data Driven Approaches for Uncertainty Reduction

Yitian Xiao, Rainer H. Van Den Bosch, Faye Liu, Kurt Steffen
Paper presented at the International Petroleum Technology Conference, November 15–17, 2011
Paper Number: IPTC-14940-MS
https://doi.org/10.2523/IPTC-14940-MS
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View Paper titled, Performance Evaluation in Data Rich Fayetteville Shale Gas Plays - Integrating Physics-based Reservoir Simulations with Data Driven Approaches for Uncertainty Reduction
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Proceedings Papers

Coupled Reactive Transport Models of Acid Gas Injection (AGI) in Siliciclastic and Carbonate Reservoirs: Understanding Fundamental Controls on Injection Performance and Storage Security

Yitian Xiao, William Maze, Gary F. Teletzke, John Roland Wilkinson, Tianfu Xu, Karsten Pruess
Paper presented at the International Petroleum Technology Conference, December 7–9, 2009
Paper Number: IPTC-13279-MS
https://doi.org/10.2523/IPTC-13279-MS
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View Paper titled, Coupled Reactive Transport Models of Acid Gas Injection (AGI) in Siliciclastic and Carbonate Reservoirs: Understanding Fundamental Controls on Injection Performance and Storage Security
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Proceedings Papers

Reactive Transport Models of Limestone-Dolomite Transitions: Implications for Reservoir Connectivity

Yitian Xiao, Gareth David Jones
Paper presented at the International Petroleum Technology Conference, December 4–6, 2007
Paper Number: IPTC-11199-MS
https://doi.org/10.2523/IPTC-11199-MS
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View Paper titled, Reactive Transport Models of Limestone-Dolomite Transitions: Implications for Reservoir Connectivity
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Proceedings Papers

Reactive Transport Modeling of Carbonate and Siliciclastic Diagenesis and Reservoir Quality Prediction

Yitian Xiao, G. D. Jones
Paper presented at the Abu Dhabi International Petroleum Exhibition and Conference, November 5–8, 2006
Paper Number: SPE-101669-MS
https://doi.org/10.2118/101669-MS
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View Paper titled, Reactive Transport Modeling of Carbonate and Siliciclastic Diagenesis and Reservoir Quality Prediction
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