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Journal Articles

Advances in Vug Quantification: Leveraging Adaptive Thresholding, Gaussian Weighting, and Laplacian Contrast Analysis in Borehole Images

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. (2025)
Paper Number: SPE-225451-PA
https://doi.org/10.2118/225451-PA
Published: 20 March 2025
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View article titled, Advances in Vug Quantification: Leveraging Adaptive Thresholding, Gaussian Weighting, and Laplacian Contrast Analysis in Borehole Images
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Includes: Supplementary Content
Journal Articles

Engineering Sweet Spot Evaluation of Deep Coal Seam: Algorithm Construction and Application Integrated with Geological Sweet Spot—A Case Study in Ordos Basin, China

Yesong Li, Fujian Zhou, Yi Li, Kun Zhang, Tunhao Chen, Libo Zhou, Ben Li
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-224418-PA
https://doi.org/10.2118/224418-PA
Published: 14 March 2025
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View article titled, Engineering Sweet Spot Evaluation of Deep Coal Seam: Algorithm Construction and Application Integrated with Geological Sweet Spot—A Case Study in Ordos Basin, China
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Journal Articles

Optimization of Multiproduct Pipeline Pump Scheduling with Rigorous Description of Pipeline Operating Points

Jianyang Lin, Gang Liu, Lei Chen, Yuyu He
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 30 (03): 1331–1348.
Paper Number: SPE-223944-PA
https://doi.org/10.2118/223944-PA
Published: 12 March 2025
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View article titled, Optimization of Multiproduct Pipeline Pump Scheduling with Rigorous Description of Pipeline Operating Points
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Journal Articles

Comparison of Constrained Life Cycle Production Optimization Algorithms Based on Stochastic Simplex Approximate Gradients

Omer Lutfu Toktas, Quang Minh Nguyen, Mustafa Onur
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 30 (03): 1413–1431.
Paper Number: SPE-220105-PA
https://doi.org/10.2118/220105-PA
Published: 12 March 2025
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View article titled, Comparison of Constrained Life Cycle Production Optimization Algorithms Based on Stochastic Simplex Approximate Gradients
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Journal Articles

Cooperative Optimization Design Method of Multitrajectory Profile in “Well Factory” for Oil and Gas Development

Ge Wang, Wenjun Huang, Deli Gao
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 30 (03): 1067–1089.
Paper Number: SPE-224399-PA
https://doi.org/10.2118/224399-PA
Published: 12 March 2025
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View article titled, Cooperative Optimization Design Method of Multitrajectory Profile in “Well Factory” for Oil and Gas Development
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Journal Articles

Geologically Constrained Deep Learning for Lithofacies Identification of Mixed Terrestrial Shale Reservoirs: Permian Fengcheng Formation, Mahu Sag, Junggar Basin, Western China

Zhichao Yu, Detian Yan, Caspar Daniel Adenutsi
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-225443-PA
https://doi.org/10.2118/225443-PA
Published: 12 March 2025
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View article titled, Geologically Constrained Deep Learning for Lithofacies Identification of Mixed Terrestrial Shale Reservoirs: Permian Fengcheng Formation, Mahu Sag, Junggar Basin, Western China
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Journal Articles

Multidimensional Lost Circulation Risk Quantification Assessment Model Based on Ensemble Machine Learning

Huayan Mu, Guancheng Jiang, Wei Zhang, Jinsheng Sun, Yinbo He, Tengfei Dong, Qi Feng, Quande Wang, Lili Yang
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-225447-PA
https://doi.org/10.2118/225447-PA
Published: 12 March 2025
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View article titled, Multidimensional Lost Circulation Risk Quantification Assessment Model Based on Ensemble Machine Learning
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Includes: Supplementary Content
Journal Articles

Geosteering Robot Powered by Multiple Probabilistic Interpretation and Artificial Intelligence: Benchmarking Against Human Experts

Ressi B. Muhammad, Yasaman Cheraghi, Sergey Alyaev, Apoorv Srivastava, Reidar B. Bratvold
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 30 (03): 995–1009.
Paper Number: SPE-218444-PA
https://doi.org/10.2118/218444-PA
Published: 12 March 2025
View article titled, Geosteering Robot Powered by Multiple Probabilistic Interpretation and Artificial Intelligence: Benchmarking Against Human Experts
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Journal Articles

Lithofacies Identification by a Particle Swarm–Optimized Random Forest Algorithm in a Shale Oil Reservoir

Mengyuan Zhao, Yifan Li, Caiwei Fan, Han Wang, Xinbo Di, Shaotao Xu
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-225429-PA
https://doi.org/10.2118/225429-PA
Published: 11 March 2025
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View article titled, Lithofacies Identification by a Particle Swarm–Optimized Random Forest Algorithm in a Shale Oil Reservoir
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Journal Articles

An Integrated Machine Learning Algorithm For Unconventional Flowing Bottomhole Pressure Prediction During Dynamic Gas Lift Operation

Miao Jin, Hamid Emami-Meybodi
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-222222-PA
https://doi.org/10.2118/222222-PA
Published: 07 March 2025
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View article titled, An Integrated Machine Learning Algorithm For Unconventional Flowing Bottomhole Pressure Prediction During Dynamic Gas Lift Operation
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Journal Articles

Predicting Dynamic-to-Static Correction Factor from Petrophysical Data and Chemostratigraphy using Unsupervised Machine Learning

Sherif M. Kholy, Jim Puckette, Hunjoo P. Lee
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-225435-PA
https://doi.org/10.2118/225435-PA
Published: 06 March 2025
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View article titled, Predicting Dynamic-to-Static Correction Factor from Petrophysical Data and Chemostratigraphy using Unsupervised Machine Learning
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Journal Articles

Using Surrogates as Faster Objective Function Estimators for Oil Production Strategy Optimization in a Real-Case Reservoir

Leandro Henschel Danes, Guilherme Daniel Avansi, Denis José Schiozer
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-225411-PA
https://doi.org/10.2118/225411-PA
Published: 05 March 2025
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View article titled, Using Surrogates as Faster Objective Function Estimators for Oil Production Strategy Optimization in a Real-Case Reservoir
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Journal Articles

Infrastructure-Led Oil- and Gasfield Development: Optimizing Value, Enhancing Decision-Making, and Reducing Environmental Footprint

Rafic Al Ayass, Kassem Ghorayeb, Mohammad Haj Hussein
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-225419-PA
https://doi.org/10.2118/225419-PA
Published: 27 February 2025
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View article titled, Infrastructure-Led Oil- and Gasfield Development: Optimizing Value, Enhancing Decision-Making, and Reducing Environmental Footprint
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Includes: Supplementary Content
Journal Articles

Transformer Neural Networks for Behavior-Centric Production Forecasting in Unconventional Reservoir

Jodel Cornelio, Syamil Mohd Razak, Young Cho, Hui-Hai Liu, Ravimadhav Vaidya, Behnam Jafarpour
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-212953-PA
https://doi.org/10.2118/212953-PA
Published: 27 February 2025
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View article titled, Transformer Neural Networks for Behavior-Centric Production Forecasting in Unconventional Reservoir
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Includes: Supplementary Content
Journal Articles

Assessing Risk in Long-Term CO 2 Storage Under Uncertainty via Survival Analysis-Based Surrogates

A. Gurwicz, J. Chen, D. H. Gutman, E. Gildin
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-220737-PA
https://doi.org/10.2118/220737-PA
Published: 26 February 2025
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View article titled, Assessing Risk in Long-Term CO 2 Storage Under Uncertainty via Survival Analysis-Based Surrogates
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Journal Articles

Selected Recommended Practices for Increasing the Efficiency and Accuracy of CO 2 Sequestration Models

J. Benavides, A. Cherry, B. Dindoruk, S. Shukla
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-218232-PA
https://doi.org/10.2118/218232-PA
Published: 24 February 2025
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View article titled, Selected Recommended Practices for Increasing the Efficiency and Accuracy of CO 2 Sequestration Models
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Journal Articles

Data-Driven Analysis and Template Construction for Casing Deformation in Deep Shale Gas Basin

T. Ye, Z. Chen, C. Dai
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-224447-PA
https://doi.org/10.2118/224447-PA
Published: 24 February 2025
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View article titled, Data-Driven Analysis and Template Construction for Casing Deformation in Deep Shale Gas Basin
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Journal Articles

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

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. (2025)
Paper Number: SPE-225417-PA
https://doi.org/10.2118/225417-PA
Published: 20 February 2025
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View article titled, Real-Time Inversion of Formation Drillability and Concurrent Speedup Strategies for Microdrilling Time Optimization
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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

Guohua Gao, Hao Lu, Carl Blom
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-220846-PA
https://doi.org/10.2118/220846-PA
Published: 18 February 2025
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View article titled, 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

Multidimensional Adaptive Deep Clustering for Intelligent Diagenetic Facies Logging Recognition

Liying Zhang, Jingyu He, Lumeng Chen, Zhiguo Mao, Bingbo Shi
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-224431-PA
https://doi.org/10.2118/224431-PA
Published: 18 February 2025
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View article titled, Multidimensional Adaptive Deep Clustering for Intelligent Diagenetic Facies Logging Recognition
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