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Journal Articles

Parametric Analysis of Acoustic Sand Detectors in Multiphase Flow Pipelines

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Asad Nadeem, Jamie Li, Ronald E. Vieira, Siamack A. Shirazi
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-222272-PA
https://doi.org/10.2118/222272-PA
Published: 01 May 2025
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View articletitled, Parametric Analysis of Acoustic Sand Detectors in Multiphase Flow Pipelines
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Journal Articles

Prediction Method of Fracturing Sweet Spot Based on Logging Interpretation and Machine Learning

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Liyang Song, Jiwei Wang
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-226211-PA
https://doi.org/10.2118/226211-PA
Published: 28 April 2025
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View articletitled, Prediction Method of Fracturing Sweet Spot Based on Logging Interpretation and Machine Learning
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Journal Articles

Anisotropic Detection Analysis and Pilot-Well-Integration Inversion for Array Resistivity Logging in a Horizontal Well

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Yizhi Wu, Zhentao Sun, Huilan Cao, Yiren Fan, Bo Yang
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-226197-PA
https://doi.org/10.2118/226197-PA
Published: 22 April 2025
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View articletitled, Anisotropic Detection Analysis and Pilot-Well-Integration Inversion for Array Resistivity Logging in a Horizontal Well
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Journal Articles

Long-Term Reservoir Fluid Production Forecasting Based on Multivariate Time-Series Analysis and a Novel Residual 3D Convolutional Long Short-Term Memory Neural Network

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Milad Masroor, Mohammad Emami Niri, Hossein Nosrati
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-226202-PA
https://doi.org/10.2118/226202-PA
Published: 18 April 2025
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View articletitled, Long-Term Reservoir Fluid Production Forecasting Based on Multivariate Time-Series Analysis and a Novel Residual 3D Convolutional Long Short-Term Memory Neural Network
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Journal Articles

Intelligent Parameter Inversions for Activated Fault Based on Well Testing Constraints and Transfer Learning

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Haifeng Zhu, Zhiming Chen, Xin Zhao, Xinwei Liao, Wei Yu, Kamy Sepehrnoori
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-226201-PA
https://doi.org/10.2118/226201-PA
Published: 18 April 2025
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View articletitled, Intelligent Parameter Inversions for Activated Fault Based on Well Testing Constraints and Transfer Learning
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Journal Articles

Estimating Water Hammer Damping Ratios Using Continuous Wavelet Transform for Induced Hydraulic Fracture Complexity Characterization

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Mohamed Adel Gabry, Amr Ramadan, Mohamed Y. Soliman
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-225459-PA
https://doi.org/10.2118/225459-PA
Published: 17 April 2025
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View articletitled, Estimating Water Hammer Damping Ratios Using Continuous Wavelet Transform for Induced Hydraulic Fracture Complexity Characterization
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Journal Articles

Experimental Study and Intelligent Modeling to Evaluate the Impact of Particle-Size Distribution on the Rheological Properties of Class G Oilwell Cement

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Seyyed-Mohammad-Mehdi Hosseini, Reza Farazmand, Meysam Rashidi, Mohammad-Reza Mohammadi, Reza Zabihi, Mehdi Ostadhassan
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-226196-PA
https://doi.org/10.2118/226196-PA
Published: 11 April 2025
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View articletitled, Experimental Study and Intelligent Modeling to Evaluate the Impact of Particle-Size Distribution on the Rheological Properties of Class G Oilwell Cement
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Journal Articles

New Method for Nuclear Magnetic Resonance Dual Echo Time Logging Interpretation and Fluid Identification in Tight Sandstone Gas Reservoirs

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Bo Li, Guofeng Yin, Anlong Wang, Maojin Tan
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 30 (04): 1906–1921.
Paper Number: SPE-224432-PA
https://doi.org/10.2118/224432-PA
Published: 09 April 2025
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View articletitled, New Method for Nuclear Magnetic Resonance Dual Echo Time Logging Interpretation and Fluid Identification in Tight Sandstone Gas Reservoirs
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Journal Articles

Improved Reservoir Porosity Estimation Using an Enhanced Group Method of Data Handling with Differential Evolution Model and Explainable Artificial Intelligence

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Christopher N. Mkono, Shen Chuanbo, Alvin K. Mulashani, Elieneza N. Abelly, Erasto E. Kasala, Eric R. Shanghvi, Baraka L. Emmanuely, Thabiso Mokobodi
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 30 (04): 1922–1940.
Paper Number: SPE-224438-PA
https://doi.org/10.2118/224438-PA
Published: 09 April 2025
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View articletitled, Improved Reservoir Porosity Estimation Using an Enhanced Group Method of Data Handling with Differential Evolution Model and Explainable Artificial Intelligence
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Journal Articles

Prediction and History Matching of Observed Production Rate and Bottomhole Pressure Data Sets from In-Situ Crosslinked Polymer Gel Conformance Treatments Using Machine Learning Methods

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Yuhao Chen, Mustafa Onur, Nihal Kuzu, Onur Narin
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 30 (04): 2032–2052.
Paper Number: SPE-220110-PA
https://doi.org/10.2118/220110-PA
Published: 09 April 2025
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View articletitled, Prediction and History Matching of Observed Production Rate and Bottomhole Pressure Data Sets from In-Situ Crosslinked Polymer Gel Conformance Treatments Using Machine Learning Methods
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Includes: Supplementary Content
Journal Articles

Characterizing Joint Distribution of Uncertainty Parameters and Production Forecasts Using Gaussian Mixture Model and a Two-Loop Expectation-Maximization Algorithm

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Guohua Gao, Hao Lu, Carl Blom
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 30 (04): 2053–2072.
Paper Number: SPE-220846-PA
https://doi.org/10.2118/220846-PA
Published: 09 April 2025
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View articletitled, Characterizing Joint Distribution of Uncertainty Parameters and Production Forecasts Using Gaussian Mixture Model and a Two-Loop Expectation-Maximization Algorithm
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Journal Articles

Deep Learning–Assisted Multiobjective Optimization of Geological CO 2 Storage Performance under Geomechanical Risks

Open Access
Fangning Zheng, Martin Ma, Hari Viswanathan, Rajesh Pawar, Birendra Jha, Bailian Chen
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 30 (04): 2073–2088.
Paper Number: SPE-220850-PA
https://doi.org/10.2118/220850-PA
Published: 09 April 2025
View articletitled, Deep Learning–Assisted Multiobjective Optimization of Geological CO 2 Storage Performance under Geomechanical Risks
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Includes: Supplementary Content
Journal Articles

Novel Machine Learning Modeling Approach for Fatigue Failure of Hydrogen-Transporting Pipelines

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Nayem Ahmed, Ramadan Ahmed, Catalin Teodoriu, Michael Gyaabeng
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 30 (04): 1549–1568.
Paper Number: SPE-220931-PA
https://doi.org/10.2118/220931-PA
Published: 09 April 2025
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View articletitled, Novel Machine Learning Modeling Approach for Fatigue Failure of Hydrogen-Transporting Pipelines
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Journal Articles

Reference Synthetic Data Set for Drilling Inventory Optimization

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Osama E. Abdelaziem, Ream M. Khafagy, Hatem M. Darwish, Mohamed M. Abdelrahman
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 30 (04): 1629–1650.
Paper Number: SPE-220950-PA
https://doi.org/10.2118/220950-PA
Published: 09 April 2025
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View articletitled, Reference Synthetic Data Set for Drilling Inventory Optimization
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Journal Articles

Automated Detection of Geological Features: Leveraging Deep Learning for Beddings and Fractures Identification in Image Logs

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M Quamer Nasim, Tannistha Maiti, Nader Mosavat, Paul V. Grech, Tarry Singh, Paresh Nath Singha Roy
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 30 (04): 1569–1587.
Paper Number: SPE-223976-PA
https://doi.org/10.2118/223976-PA
Published: 09 April 2025
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View articletitled, Automated Detection of Geological Features: Leveraging Deep Learning for Beddings and Fractures Identification in Image Logs
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Includes: Supplementary Content
Journal Articles

Multidimensional Adaptive Deep Clustering for Intelligent Diagenetic Facies Logging Recognition

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Liying Zhang, Jingyu He, Lumeng Chen, Zhiguo Mao, Bingbo Shi
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 30 (04): 1614–1628.
Paper Number: SPE-224431-PA
https://doi.org/10.2118/224431-PA
Published: 09 April 2025
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View articletitled, Multidimensional Adaptive Deep Clustering for Intelligent Diagenetic Facies Logging Recognition
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Journal Articles

Real-Time Inversion of Formation Drillability and Concurrent Speedup Strategies for Microdrilling Time Optimization

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Huohai Yang, Zhirong Li, Lin Gao, Jichuan Zhang, Xin Chen, Li Zhang, Renze Li, Zhichao Wang
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 30 (04): 1806–1821.
Paper Number: SPE-225417-PA
https://doi.org/10.2118/225417-PA
Published: 09 April 2025
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View articletitled, Real-Time Inversion of Formation Drillability and Concurrent Speedup Strategies for Microdrilling Time Optimization
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Includes: Supplementary Content
Journal Articles

Integrating Advanced Machine Learning Models for Accurate Prediction of Porosity and Permeability in Fractured and Vuggy Carbonate Reservoirs: Insights from the Tarim Basin, Northwestern, China

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Armel Prosley Mabiala, Zhongxian Cai, Allou Koffi Franck Kouassi, Heng Zhang, Grant Charles Mwakipunda, Abdoulaye Seyni Mahamadou
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-226198-PA
https://doi.org/10.2118/226198-PA
Published: 09 April 2025
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View articletitled, Integrating Advanced Machine Learning Models for Accurate Prediction of Porosity and Permeability in Fractured and Vuggy Carbonate Reservoirs: Insights from the Tarim Basin, Northwestern, China
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Includes: Supplementary Content
Journal Articles

Interpretable Automated Machine Learning Workflow for Intelligent Drilling in the Petroleum Industry: Case Study on Rate of Penetration Prediction

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Zhengchao Ma, Hao Hu, Xiaoxia Zhou, Hongbao Zhang, Ye Zhang, Gensheng Li, Shouceng Tian, Tianyu Wang
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-226195-PA
https://doi.org/10.2118/226195-PA
Published: 08 April 2025
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View articletitled, Interpretable Automated Machine Learning Workflow for Intelligent Drilling in the Petroleum Industry: Case Study on Rate of Penetration Prediction
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Journal Articles

Enhancing Digital Core Image Resolution using the Optimal Upscaling and Downscaling Algorithm Based on Paired Scanning Electron Microscope Images

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Shaohua You, Shuqi Sun, Zhengting Yan, Qinzhuo Liao, Huiying Tang, Lianhe Sun, Gensheng Li
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-226189-PA
https://doi.org/10.2118/226189-PA
Published: 03 April 2025
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View articletitled, Enhancing Digital Core Image Resolution using the Optimal Upscaling and Downscaling Algorithm Based on Paired Scanning Electron Microscope Images
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Includes: Supplementary Content

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