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Journal Articles

Stop Using Black-Box Models: Application of Explainable Artificial Intelligence for Rate of Penetration Prediction

Han Meng, Botao Lin, Yan Jin
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 29 (12): 6640–6654.
Paper Number: SPE-223622-PA
https://doi.org/10.2118/223622-PA
Published: 11 December 2024
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View article titled, Stop Using Black-Box Models: Application of Explainable Artificial Intelligence for Rate of Penetration Prediction
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Proceedings Papers

Machine Learning-Based Prediction of Natural Fractures and Vugs in Carbonate Reservoir

Huiwen Pang, Hanqing Wang, Yan Jin, Jingwei Tian
Paper presented at the International Geomechanics Conference, November 18–20, 2024
Paper Number: ARMA-IGS-2024-0506
https://doi.org/10.56952/IGS-2024-0506
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View Paper titled, Machine Learning-Based Prediction of Natural Fractures and Vugs in Carbonate Reservoir
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Proceedings Papers

Numerical Simulation of Proppant Transportation in the Nonplanar Fracture

Siyuan Chen, Shiming Wei, Yan Jin, Yazhou Zhang, Songqing Zhu
Paper presented at the International Geomechanics Conference, November 18–20, 2024
Paper Number: ARMA-IGS-2024-0627
https://doi.org/10.56952/IGS-2024-0627
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View Paper titled, Numerical Simulation of Proppant Transportation in the Nonplanar Fracture
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Proceedings Papers

Numerical Study of Fishbone Multi-Lateral Well Fracturing in the Deep Coalbed Methane Reservoir

Baochao Gao, Yan Jin, Shiming Wei
Paper presented at the International Geomechanics Conference, November 18–20, 2024
Paper Number: ARMA-IGS-2024-0701
https://doi.org/10.56952/IGS-2024-0701
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View Paper titled, Numerical Study of Fishbone Multi-Lateral Well Fracturing in the Deep Coalbed Methane Reservoir
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Proceedings Papers

An Innovative Combination of Scratch Test and Weibull's Statistical Fracture Theory

Yazhou Zhang, Yan Jin, Xiuxia Sun, Ping Zeng
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0035
https://doi.org/10.56952/ARMA-2024-0035
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View Paper titled, An Innovative Combination of Scratch Test and Weibull's Statistical Fracture Theory
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Proceedings Papers

A Wellbore-Reservoir Coupled Model and its Application in Sand Production Prediction During Sandstone Geothermal Exploitation

Hao Zeng, Youkeren An, Jinjian Liu, Yiqun Zhang, Khanjar Hasan, Yan Jin
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0119
https://doi.org/10.56952/ARMA-2024-0119
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View Paper titled, A Wellbore-Reservoir Coupled Model and its Application in Sand Production Prediction During Sandstone Geothermal Exploitation
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Proceedings Papers

The Determination of Elastic Properties of Laminar Shale Based on Adaptive Threshold Algorithm of Image Segmentation Technology

Zhengxin Sun, Yan Jin, Xuyang Guo, Jiaqi Luo
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0231
https://doi.org/10.56952/ARMA-2024-0231
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View Paper titled, The Determination of Elastic Properties of Laminar Shale Based on Adaptive Threshold Algorithm of Image Segmentation Technology
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Proceedings Papers

A Four-Pressure Profile Prediction Method for Horizontal Wells in Conglomerate Formations

Mingfei Yan, Yan Jin, Yunhu Lu, Zongyu Lu
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0333
https://doi.org/10.56952/ARMA-2024-0333
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View Paper titled, A Four-Pressure Profile Prediction Method for Horizontal Wells in Conglomerate Formations
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Proceedings Papers

Numerical Simulation of Wellhole Stability in Cretaceous Fractured Water-Sensitive Formation in Tarim Basin

Bao Zhou, Ping Zeng, Jun Chi, Kaifeng Xu, Hui Lu, Yang Xia, Yan Jin
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0477
https://doi.org/10.56952/ARMA-2024-0477
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View Paper titled, Numerical Simulation of Wellhole Stability in Cretaceous Fractured Water-Sensitive Formation in Tarim Basin
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Proceedings Papers

Coupled Wellbore-Reservoir-Geomechanics Modeling of Parent Well Depletion-Induced Stress Evolutions and Their Potential Impact on Infill Well Fracturing

Xuyang Guo, Yan Jin, Mian Chen, Hongwei Song
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0599
https://doi.org/10.56952/ARMA-2024-0599
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View Paper titled, Coupled Wellbore-Reservoir-Geomechanics Modeling of Parent Well Depletion-Induced Stress Evolutions and Their Potential Impact on Infill Well Fracturing
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Proceedings Papers

Duration Prediction of Ship Lifting Machine Based on LIWOA Optimal Neural Network

Zhi-wei Fan, Yan Jin, Xin Meng, Liang Luo, Li-zheng Wang, Hao Yuan
Paper presented at the The 34th International Ocean and Polar Engineering Conference, June 16–21, 2024
Paper Number: ISOPE-I-24-007
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View Paper titled, Duration Prediction of Ship Lifting Machine Based on LIWOA Optimal Neural Network
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Proceedings Papers

Study on the Impact of Cargo Capacity and Voyage on Battery Capacity Configuration of Inland Hybrid Electric Ships

Bao Zhang, Lizheng Wang, Zhenguo Zou, Liuyong Huang, Hao Wang, Zhen Zhang, Yan Jin
Paper presented at the The 34th International Ocean and Polar Engineering Conference, June 16–21, 2024
Paper Number: ISOPE-I-24-515
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View Paper titled, Study on the Impact of Cargo Capacity and Voyage on Battery Capacity Configuration of Inland Hybrid Electric Ships
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Proceedings Papers

Maneuverability Index Correction for Restricted Waterways Based on the RANS-MMG Approach

Xin Zhang, Yan Jin, Jie Xie, Hao Wu, Min Wang
Paper presented at the The 34th International Ocean and Polar Engineering Conference, June 16–21, 2024
Paper Number: ISOPE-I-24-504
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View Paper titled, Maneuverability Index Correction for Restricted Waterways Based on the RANS-MMG Approach
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Journal Articles

A Missing Well-Logs Imputation Method Based on Conditional Denoising Diffusion Probabilistic Models

Han Meng, Botao Lin, Ruxin Zhang, Yan Jin
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 29 (05): 2165–2180.
Paper Number: SPE-219452-PA
https://doi.org/10.2118/219452-PA
Published: 15 May 2024
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View article titled, A Missing Well-Logs Imputation Method Based on Conditional Denoising Diffusion Probabilistic Models
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Includes: Supplementary Content
Proceedings Papers

Effective Production Forecasting and Robust Rate Optimization Using Physics Informed Neural Networks

Han Meng, Ruxin Zhang, Botao Lin, Yan Jin
Paper presented at the SPE Western Regional Meeting, April 16–18, 2024
Paper Number: SPE-218863-MS
https://doi.org/10.2118/218863-MS
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View Paper titled, Effective Production Forecasting and Robust Rate Optimization Using Physics Informed Neural Networks
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Proceedings Papers

Knowledge-Guided Machine Learning Method for Downhole Gauge Record Prediction in Deep Water Gas Field

Haiyan Zheng, Botao Lin, Jie Jiang, Yan Jin, Long Peng
Paper presented at the Offshore Technology Conference Asia, February 27–March 1, 2024
Paper Number: OTC-34844-MS
https://doi.org/10.4043/34844-MS
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View Paper titled, Knowledge-Guided Machine Learning Method for Downhole Gauge Record Prediction in Deep Water Gas Field
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Proceedings Papers

Numerical Study of Brittle Characteristics of Deep Buried Conglomerate Based on Discrete Element Method

Mingfei Yan, Yan Jin, Yunhu Lu, Zongyu Lu
Paper presented at the 15th ISRM Congress, October 9–14, 2023
Paper Number: ISRM-15CONGRESS-2023-327
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View Paper titled, Numerical Study of Brittle Characteristics of Deep Buried Conglomerate Based on Discrete Element Method
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Proceedings Papers

Prediction of Safe Mud Window Based on Seismic Data in Carbonate Formation

Huiwen Pang, Hanqing Wang, Yan Jin
Paper presented at the 15th ISRM Congress, October 9–14, 2023
Paper Number: ISRM-15CONGRESS-2023-367
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View Paper titled, Prediction of Safe Mud Window Based on Seismic Data in Carbonate Formation
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Proceedings Papers

Fractures Extraction from Core SEM Images Based on Double-Side Inspection and Morphological Completion

Yongdong Fan, Huiwen Pang, Yan Jin, Hui Zhang
Paper presented at the 57th U.S. Rock Mechanics/Geomechanics Symposium, June 25–28, 2023
Paper Number: ARMA-2023-0599
https://doi.org/10.56952/ARMA-2023-0599
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View Paper titled, Fractures Extraction from Core SEM Images Based on Double-Side Inspection and Morphological Completion
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Proceedings Papers

Proper Weight Distribution on Bit and Reamer Enhances the ROP of the Reaming While Drilling in Deepwater Well

Haodong Chen, Shiguo Wang, Jiwen Liang, Ming Luo, Xu Han, Yan Jin, Yunhu Lu
Paper presented at the 57th U.S. Rock Mechanics/Geomechanics Symposium, June 25–28, 2023
Paper Number: ARMA-2023-0597
https://doi.org/10.56952/ARMA-2023-0597
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View Paper titled, Proper Weight Distribution on Bit and Reamer Enhances the ROP of the Reaming While Drilling in Deepwater Well
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