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Journal Articles

Fluid Identification Using XGBoost Combined with MAHAKIL in Low-Permeability Reservoirs

Jingyao Lou, Xiaohong Xu, Zhongxiang Zhao, Yang Li, Youbin He
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2023)
Paper Number: SPE-217452-PA
https://doi.org/10.2118/217452-PA
Published: 21 September 2023
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View article titled, Fluid Identification Using XGBoost Combined with MAHAKIL in Low-Permeability Reservoirs
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Journal Articles

Physics-Guided V-Net: An Efficient Surrogate Model for Well Placement Optimization in Petroleum Reservoirs

Rui Xu
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2023)
Paper Number: SPE-217972-PA
https://doi.org/10.2118/217972-PA
Published: 21 September 2023
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View article titled, Physics-Guided V-Net: An Efficient Surrogate Model for Well Placement Optimization in Petroleum Reservoirs
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Journal Articles

Integration of Seismic Poisson Impedance Data with Real-Time Geomechanics and Real-Time 3D Ultradeep Resistivity Inversion Enabled New Opportunities in Developed Field: Case Study from Kuwait

Anar Abdulkarim, Alexander Kharitonov, Taher M. El Gezeeri, Mohammed Al Haddad, Yousif Ahmad Halawah, Salem Al Sabea
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2023)
Paper Number: SPE-212656-PA
https://doi.org/10.2118/212656-PA
Published: 18 September 2023
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View article titled, Integration of Seismic Poisson Impedance Data with Real-Time Geomechanics and Real-Time 3D Ultradeep Resistivity Inversion Enabled New Opportunities in Developed Field: Case Study from Kuwait
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Journal Articles

Rapid Inference of Reservoir Permeability from Inversion of Traveltime Data Under a Fast Marching Method-Based Deep Learning Framework

Chen Li, Bicheng Yan, Rui Kou, Sunhua Gao
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2023)
Paper Number: SPE-214385-PA
https://doi.org/10.2118/214385-PA
Published: 14 September 2023
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View article titled, Rapid Inference of Reservoir Permeability from Inversion of Traveltime Data Under a Fast Marching Method-Based Deep Learning Framework
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Journal Articles

Machine-Learned Surrogate Models for Efficient Oil Well Placement Under Operational Reservoir Constraints

Seyed Mahdi Mousavi, Pouya Bakhtiarimanesh, Frieder Enzmann, Michael Kersten, Saeid Sadeghnejad
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2023)
Paper Number: SPE-217467-PA
https://doi.org/10.2118/217467-PA
Published: 14 September 2023
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View article titled, Machine-Learned Surrogate Models for Efficient Oil Well Placement Under Operational Reservoir Constraints
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Journal Articles

Sour-Rated 10,000-psi System High-Temperature Gas Development Wells: Sustaining the Malaysian National Gas Supply Through a Journey of Optimization in North Malay Basin

Siaw Chuan Jong, Khairil Faiz Abdul Aziz, Jia Jun Goo, Ronnie Hiew, Kenny Strickland, Arief Hussin, Khazimad Yusof, Andy Macleod, Syukur Yusoff, Chay Yoeng Chung, Alex Liew
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2023)
Paper Number: SPE-214653-PA
https://doi.org/10.2118/214653-PA
Published: 13 September 2023
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View article titled, Sour-Rated 10,000-psi System High-Temperature Gas Development Wells: Sustaining the Malaysian National Gas Supply Through a Journey of Optimization in North Malay Basin
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Journal Articles

Synthetic Graphic Well Log Generation Using an Enhanced Deep Learning Workflow: Imbalanced Multiclass Data, Sample Size, and Scalability Challenges

Mohammad Saleh Jamshidi Gohari, Mohammad Emami Niri, Saeid Sadeghnejad, Javad Ghiasi-Freez
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2023)
Paper Number: SPE-217466-PA
https://doi.org/10.2118/217466-PA
Published: 07 September 2023
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View article titled, Synthetic Graphic Well Log Generation Using an Enhanced Deep Learning Workflow: Imbalanced Multiclass Data, Sample Size, and Scalability Challenges
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Journal Articles

Application of an Improved Deep-Learning Framework for Large-Scale Subsurface Flow Problems with Varying Well Controls

Hu Huang, Bin Gong, Wenyue Sun, Feng Qin, Shenglai Tang, Hui Li
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2023)
Paper Number: SPE-217456-PA
https://doi.org/10.2118/217456-PA
Published: 05 September 2023
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View article titled, Application of an Improved Deep-Learning Framework for Large-Scale Subsurface Flow Problems with Varying Well Controls
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Journal Articles

High-Precision Single-Leak Detection and Localization in Single-Phase Liquid Pipelines Using the Negative Pressure Wave Technique: An Application in a Real-Field Case Study

E. Fathi, M. F. Adenan, N. Moryan, F. Belyadi, H. Belyadi
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2023)
Paper Number: SPE-217455-PA
https://doi.org/10.2118/217455-PA
Published: 30 August 2023
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View article titled, High-Precision Single-Leak Detection and Localization in Single-Phase Liquid Pipelines Using the Negative Pressure Wave Technique: An Application in a Real-Field Case Study
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Journal Articles

Experimental Investigation of Two-Phase Flow Properties of Heterogeneous Rocks Based on X-Ray Microfocus Radiography

P. Aérens, D. N. Espinoza, C. Torres-Verdín
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2023)
Paper Number: SPE-217449-PA
https://doi.org/10.2118/217449-PA
Published: 23 August 2023
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View article titled, Experimental Investigation of Two-Phase Flow Properties of Heterogeneous Rocks Based on X-Ray Microfocus Radiography
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Includes: Supplementary Content
Journal Articles

Augmenting Deep Residual Surrogates with Fourier Neural Operators for Rapid Two-Phase Flow and Transport Simulations

Faruk O. Alpak, Janaki Vamaraju, James W. Jennings, Suraj Pawar, Pandu Devarakota, Detlef Hohl
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2023)
Paper Number: SPE-217441-PA
https://doi.org/10.2118/217441-PA
Published: 18 August 2023
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View article titled, Augmenting Deep Residual Surrogates with Fourier Neural Operators for Rapid Two-Phase Flow and Transport Simulations
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Journal Articles

Characterizing the Sensitivity of Dielectric Response in Reservoirs with Varying Lithology and Fluid Saturation

Matthew Kyle Morte, Berna Hascakir
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2023)
Paper Number: SPE-217447-PA
https://doi.org/10.2118/217447-PA
Published: 10 August 2023
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View article titled, Characterizing the Sensitivity of Dielectric Response in Reservoirs with Varying Lithology and Fluid Saturation
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Journal Articles

Flow Control Valve Valuation and Value of Information under Uncertainty

William Bailey, Michael Prange
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 28 (04): 2036–2051.
Paper Number: SPE-214309-PA
https://doi.org/10.2118/214309-PA
Published: 09 August 2023
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View article titled, Flow Control Valve Valuation and Value of Information under Uncertainty
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Journal Articles

Deep Learning Methods for Improving Electromagnetic Telemetry Signal-to-Noise Ratio

C. Urdaneta, A. Jarrot, S. Wang, X. Wu, J. Chen
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 28 (04): 1676–1689.
Paper Number: SPE-214317-PA
https://doi.org/10.2118/214317-PA
Published: 09 August 2023
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View article titled, Deep Learning Methods for Improving Electromagnetic Telemetry Signal-to-Noise Ratio
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Journal Articles

A Data Science Approach to Uncertainty Evaluation in Fault-Seal Analysis for Exploration Applications in Siliciclastic Reservoirs

Paul Wilson
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 28 (04): 1912–1924.
Paper Number: SPE-214330-PA
https://doi.org/10.2118/214330-PA
Published: 09 August 2023
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View article titled, A Data Science Approach to Uncertainty Evaluation in Fault-Seal Analysis for Exploration Applications in Siliciclastic Reservoirs
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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

Quantitative Evaluation of Imputation Methods Using Bounds Estimation of the Coefficient of Determination for Data-Driven Models with an Application to Drilling Logs

Jie Cao, Andrzej T. Tunkiel, Øystein Arild, Dan Sui
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 28 (04): 1895–1911.
Paper Number: SPE-214323-PA
https://doi.org/10.2118/214323-PA
Published: 09 August 2023
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View article titled, Quantitative Evaluation of Imputation Methods Using Bounds Estimation of the Coefficient of Determination for Data-Driven Models with an Application to Drilling Logs
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Journal Articles

Machine Learning Models for Predicting Asphaltene Stability Based on Saturates-Aromatics-Resins-Asphaltenes

Xiaodong Gao, Pingchuan Dong, Xiangjuan Meng, Dongjiang Tian, Xiaoming Wang
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 28 (04): 2065–2079.
Paper Number: SPE-214667-PA
https://doi.org/10.2118/214667-PA
Published: 09 August 2023
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View article titled, Machine Learning Models for Predicting Asphaltene Stability Based on Saturates-Aromatics-Resins-Asphaltenes
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Journal Articles

Physics-Based and Data-Driven Polymer Rheology Model

M. B. Abdullah, M. Delshad, K. Sepehrnoori, M. T. Balhoff, J. T. Foster, M. T. Al-Murayri
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 28 (04): 1857–1879.
Paper Number: SPE-214307-PA
https://doi.org/10.2118/214307-PA
Published: 09 August 2023
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View article titled, Physics-Based and Data-Driven Polymer Rheology Model
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Includes: Supplementary Content
Journal Articles

Overflush and Hydraulic Fracturing: Playing Poker with Your Completion

Martin Rylance
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2023)
Paper Number: SPE-212342-PA
https://doi.org/10.2118/212342-PA
Published: 04 August 2023
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View article titled, Overflush and Hydraulic Fracturing: Playing Poker with Your Completion
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