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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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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

Energy-Based Fracture Network Reconstruction of Shale Gas Reservoir

Ji Lu, Botao Lin
Paper presented at the Asia Pacific Unconventional Resources Symposium, November 14–15, 2023
Paper Number: SPE-217311-MS
https://doi.org/10.2118/217311-MS
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View Paper titled, Energy-Based Fracture Network Reconstruction of Shale Gas Reservoir
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Proceedings Papers

Hydraulic Fracturing of a Tight Conglomerate Sample with Distributed Optical Fibre Monitoring

Zhenyu Wang, Botao Lin
Paper presented at the 57th U.S. Rock Mechanics/Geomechanics Symposium, June 25–28, 2023
Paper Number: ARMA-2023-0097
https://doi.org/10.56952/ARMA-2023-0097
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View Paper titled, Hydraulic Fracturing of a Tight Conglomerate Sample with Distributed Optical Fibre Monitoring
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Proceedings Papers

Digital Simulation of Blockage-Removing Mechanism Upon Microfracturing of Unconsolidated Sandstone Formation

Haitao Zhu, Botao Lin
Paper presented at the International Geomechanics Symposium, November 7–10, 2022
Paper Number: ARMA-IGS-2022-183
https://doi.org/10.56952/IGS-2022-183
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View Paper titled, Digital Simulation of Blockage-Removing Mechanism Upon Microfracturing of Unconsolidated Sandstone Formation
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Proceedings Papers

Intelligent Evaluation on Drillability of Shale Gas Formation in N2 Region of Changning Field in Sichuan, Southwest China

Haiyan Zheng, Botao Lin
Paper presented at the International Geomechanics Symposium, November 7–10, 2022
Paper Number: ARMA-IGS-2022-181
https://doi.org/10.56952/IGS-2022-181
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View Paper titled, Intelligent Evaluation on Drillability of Shale Gas Formation in N2 Region of Changning Field in Sichuan, Southwest China
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Proceedings Papers

An experimental study of the rock mechanical properties in highly heterogeneous reservoir rocks of tight sandy conglomerates

Xuyang Guo, Lei Huang, Yan Jin, Botao Lin, Jiaying Lin
Paper presented at the ARMA/DGS/SEG International Geomechanics Symposium, November 1–4, 2021
Paper Number: ARMA-IGS-21-125
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View Paper titled, An experimental study of the rock mechanical properties in highly heterogeneous reservoir rocks of tight sandy conglomerates
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Proceedings Papers

Mechanism and Risk Assessment of Shallow Water Flow Based on Laboratory and Numerical Studies

Junjie Shentu, Botao Lin, Yan Jin, Can Shi
Paper presented at the Offshore Technology Conference Asia, November 2–6, 2020
Paper Number: OTC-30380-MS
https://doi.org/10.4043/30380-MS
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View Paper titled, Mechanism and Risk Assessment of Shallow Water Flow Based on Laboratory and Numerical Studies
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Proceedings Papers

Characterization of Stress Field around a Reverse Fault Based on a Constraint Stress Model

Qixing. Zhang, Botao. Lin, Jiawei. Kao, Ang. Chen, Shanzhi. Shi, Huiyong. Yu, Gang. Tian
Paper presented at the 54th U.S. Rock Mechanics/Geomechanics Symposium, June 28–July 1, 2020
Paper Number: ARMA-2020-1734
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View Paper titled, Characterization of Stress Field around a Reverse Fault Based on a Constraint Stress Model
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Proceedings Papers

Fracture Gradient Prediction for Jurassic Conglomerate Reservoir in Xinjiang, Southwest China

Huiyong Yu, Botao Lin, Can Shi, Shanzhi Shi, Junxu Ma
Paper presented at the 5th ISRM Young Scholars' Symposium on Rock Mechanics and International Symposium on Rock Engineering for Innovative Future, December 1–4, 2019
Paper Number: ISRM-YSRM-2019-168
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View Paper titled, Fracture Gradient Prediction for Jurassic Conglomerate Reservoir in Xinjiang, Southwest China
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Proceedings Papers

Investigation of hydraulic fracture propagation in conglomerate reservoirs using discrete element method

Junjie Shentu, Botao Lin, Jingnan Dong, Huiyong Yu, Shanzhi Shi, Junxiu Ma
Paper presented at the ARMA-CUPB Geothermal International Conference, August 5–8, 2019
Paper Number: ARMA-CUPB-19-7769
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View Paper titled, Investigation of hydraulic fracture propagation in conglomerate reservoirs using discrete element method
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Proceedings Papers

Modeling of in Situ Stresses in a Shale Gas Reservoir Embedded with Finite Fault Networks Considering Formation Heterogeneity

Yanfang Gao, Mian Chen, Bing Hou, Botao Lin, Kunpeng Zhang, Huiwen Pang, Wenzhi Wang
Paper presented at the 53rd U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2019
Paper Number: ARMA-2019-0467
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View Paper titled, Modeling of in Situ Stresses in a Shale Gas Reservoir Embedded with Finite Fault Networks Considering Formation Heterogeneity
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Proceedings Papers

Experimental Investigation on Generation and Development of Shallow Water Flow in Overpressured Sand Formation

Can Shi, Botao Lin, Yan Jin, Junjie Shentu
Paper presented at the Offshore Technology Conference, May 6–9, 2019
Paper Number: OTC-29416-MS
https://doi.org/10.4043/29416-MS
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View Paper titled, Experimental Investigation on Generation and Development of Shallow Water Flow in Overpressured Sand Formation
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Proceedings Papers

Prediction of In-Situ Stresses and Pore Pressure in a Shale Gas Reservoir Subject to Finite Fault Slip

Botao Lin, Yan Jin, Yun Chen
Paper presented at the SPE Asia Pacific Oil and Gas Conference and Exhibition, October 23–25, 2018
Paper Number: SPE-191919-MS
https://doi.org/10.2118/191919-MS
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View Paper titled, Prediction of In-Situ Stresses and Pore Pressure in a Shale Gas Reservoir Subject to Finite Fault Slip
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Proceedings Papers

An Enhanced RANSAC Method for Complex Hydraulic Network Characterization Based on Microseismic Data

Xing Liu, Yan Jin, Botao Lin, Jianhua Xiang, Hua Zhong
Paper presented at the 2nd International Discrete Fracture Network Engineering Conference, June 20–22, 2018
Paper Number: ARMA-DFNE-18-0575
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View Paper titled, An Enhanced RANSAC Method for Complex Hydraulic Network Characterization Based on Microseismic Data
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Proceedings Papers

Modeling of Reservoir Deformation Upon Preheating in SAGD Wells Considering Phase Change of Bitumen

Yanfang Gao, Mian Chen, Botao Lin, Yan Jin, Xing Liu, Hao Wen
Paper presented at the 52nd U.S. Rock Mechanics/Geomechanics Symposium, June 17–20, 2018
Paper Number: ARMA-2018-031
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View Paper titled, Modeling of Reservoir Deformation Upon Preheating in SAGD Wells Considering Phase Change of Bitumen
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Proceedings Papers

A New Methodology for the Preparation of Synthetic Oil Sand Cores

Huiwen Pang, Yan Jin, Can Shi, Jiancheng Guo, Zhenyu Wang, Botao Lin, Chenglong Ma
Paper presented at the 52nd U.S. Rock Mechanics/Geomechanics Symposium, June 17–20, 2018
Paper Number: ARMA-2018-1099
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View Paper titled, A New Methodology for the Preparation of Synthetic Oil Sand Cores
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Proceedings Papers

Numerical Simulation on SAGD Recovery in Terrestrial Heavy Oil Reservoirs Considering Influences of Mudstone Stringers

Qiqi Wang, Botao Lin, Yan Jin
Paper presented at the 52nd U.S. Rock Mechanics/Geomechanics Symposium, June 17–20, 2018
Paper Number: ARMA-2018-488
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View Paper titled, Numerical Simulation on SAGD Recovery in Terrestrial Heavy Oil Reservoirs Considering Influences of Mudstone Stringers
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