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Journal Articles

Experimental Investigation of Swelling Properties of Kerogen in Contact with Water

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I. S. Araujo, Y. Su, T. Hutter, Z. Heidari
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-226215-PA
https://doi.org/10.2118/226215-PA
Published: 01 May 2025
... hydraulic fracturing shale gas shale oil artificial intelligence geochemistry enhanced recovery reservoir characterization geological subdiscipline geochemical characterization cm 1 water adsorption interaction spectrum molecule water molecule kerogen sample hydrogen bond desorption ir...
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View articletitled, Experimental Investigation of Swelling Properties of Kerogen in Contact with Water
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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
... background noise decision tree learning flow metering production logging artificial intelligence reservoir surveillance sand control production monitoring flow assurance production control machine learning orientation tsr sand rate experiment asd flow condition sand particle paper detector...
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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
... directional drilling hydraulic fracturing artificial intelligence well logging log analysis oil production reservoir geomechanics reservoir characterization machine learning geological subdiscipline actual scheme intensive differential cumulative oil production daily oil production construction...
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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

A Novel Approach to Quantify Emulsion and Sludge Formation Damage During Matrix Acidizing

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Shayan Zarei, Afshin Bahri, Saeid Sadeghnejad, Arezou Jafari
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-226213-PA
https://doi.org/10.2118/226213-PA
Published: 28 April 2025
... petroleum play type artificial intelligence heavy oil play geological subdiscipline hcl droplet emulsion emulsion stability oil emulsion ferric ion crude oil concentration emulsion and sludge formation crude oil emulsion hcl concentration hcl solution formation damage hcl 15 hcl-crude oil...
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View articletitled, A Novel Approach to Quantify Emulsion and Sludge Formation Damage During Matrix Acidizing
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Journal Articles

Forward Modeling of Low-Frequency Distributed Acoustic Sensing Optical Fiber Strain and Strain-Rate Patterns Induced by 3D Complex Fractures in Horizontal Wells

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Ming Chen, Ziang Wang, Tiankui Guo, Zunpeng Hu, Yunpeng Wang, Yanchao Li, Longqing Zou, Bei Chang
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-226214-PA
https://doi.org/10.2118/226214-PA
Published: 28 April 2025
... clastic rock geology fracture complex reservoir mudrock rock type hydraulic fracturing production logging artificial intelligence reservoir surveillance production monitoring reservoir geomechanics production control mudstone machine learning geological subdiscipline waterfall plot...
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View articletitled, Forward Modeling of Low-Frequency Distributed Acoustic Sensing Optical Fiber Strain and Strain-Rate Patterns Induced by 3D Complex Fractures in Horizontal Wells
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Journal Articles

Fault-Guided Propagation of Production and Injection-Induced Stresses in North Texas

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Abdullah Alqadran, Abdulrahman Bubshait, Birendra Jha
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-226191-PA
https://doi.org/10.2118/226191-PA
Published: 23 April 2025
... of Petroleum Engineers produced water discharge fracture characterization rock type sedimentary rock drillstem/well testing ellenburger reservoir simulation flow in porous media reservoir surveillance geologist structural geology hydraulic fracturing artificial intelligence fluid dynamics...
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View articletitled, Fault-Guided Propagation of Production and Injection-Induced Stresses in North Texas
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Journal Articles

Semi-Hybrid Models for Determining Gas Solubility in Brines with Salt Mixtures: Application to Carbon Capture and Storage and Gas Processing

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R. R. Ratnakar, V. Chaubey, S. Gupta, J. Hackbarth, Z. Rui, B. Dindoruk
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-221409-PA
https://doi.org/10.2118/221409-PA
Published: 22 April 2025
... of Petroleum Engineers decision tree learning oilfield chemistry geology production chemistry geologist subsurface storage mineral solubility machine learning coefficient gas solubility solution model prediction equilibria artificial intelligence climate change co 2 application...
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View articletitled, Semi-Hybrid Models for Determining Gas Solubility in Brines with Salt Mixtures: Application to Carbon Capture and Storage and Gas Processing
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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
... method. 19 6 2024 25 3 2025 20 1 2025 22 4 2025 Copyright © 2025 Society of Petroleum Engineers geologist drilling operation rock type log analysis evolutionary algorithm geology lwd artificial intelligence drilling measurement horizontal well sedimentary rock...
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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
... well na1a machine learning geology lstm model production data residual 3d-cnn lstm model architecture production time sery well na3d conventional deep lstm model lstm layer deep learning artificial intelligence feature image long-term production time sery forecasting convolutional layer...
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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
... reservoir simulation neural network complex reservoir drillstem testing hydraulic fracturing flow in porous media inversion artificial intelligence reservoir surveillance production monitoring reservoir geomechanics production control reservoir characterization machine learning geological...
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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
... testing geology optimization problem artificial intelligence rock type coefficient data quality sedimentary rock multistage fracturing complex reservoir hydraulic fracturing reservoir geomechanics pressure transient analysis oscillation reservoir characterization machine learning fracture...
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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

Bio-Nanofluids Dispersed in Natural Gas Stream for Enhanced Oil Recovery

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Maria C. Benjumea, Dahiana Galeano-Caro, Diego Ramirez, Manuel Gutierrez, Daniel Martinez, Juan G. Rojas, David Jaramillo, Hossein Nourozieh, Jeremy Philips, Paola Garzón, Ramiro Echavez, Jaime Gomez, Fredy Torres, Juan H. Sanchez, Sergio H. Lopera, Daniel A. Restrepo, Farid B. Cortés, Camilo A. Franco
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-225432-PA
https://doi.org/10.2118/225432-PA
Published: 14 April 2025
... recovery injection geological subdiscipline porous medium bbl mmscf 1 fluid dynamics flow in porous media artificial intelligence nanoparticle emulsion reservoir interaction gas stream reservoir pressure permeability enhanced oil recovery evaluation crude oil reduction ift...
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View articletitled, Bio-Nanofluids Dispersed in Natural Gas Stream for Enhanced Oil Recovery
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Includes: Supplementary Content
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
... cement slurry additives [antifoam (polypropylene glycols) and dispersant (calcium lignosulfonate)], and cement rheological properties, which play a vital role in cementing operations during drilling. Using artificial intelligence, two predictive models were developed based on the experimental results...
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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

Estimating the Value of Production Fluid Information in Capital Investment Decision-Making

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Christopher J. Jablonowski, Jeffrey P. Escarra
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. (2025)
Paper Number: SPE-225449-PA
https://doi.org/10.2118/225449-PA
Published: 10 April 2025
... of the information collection strategy. 19 11 2024 19 2 2025 21 1 2025 10 4 2025 Copyright © 2025 Society of Petroleum Engineers geology modeling & simulation optimization problem strategic planning and management artificial intelligence probability complex reservoir risk...
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View articletitled, Estimating the Value of Production Fluid Information in Capital Investment Decision-Making
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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
... identification. 18 5 2024 9 1 2025 2 1 2025 7 2 2025 9 4 2025 Copyright © 2025 Society of Petroleum Engineers sedimentary rock clastic rock rock type well logging geology artificial intelligence sandstone geologist diffusion coefficient log analysis relaxation time...
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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
... and reliability of hydrocarbon exploration and development. 14 10 2024 15 1 2025 14 12 2024 4 2 2025 9 4 2025 Copyright © 2025 Society of Petroleum Engineers structural geology artificial intelligence geologist rock type evolutionary algorithm sedimentary rock neural...
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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

Aggregation Behavior of Asphaltenes in Heavy Oil and Its Influencing Factors: A Multiscale Study Based on Molecular Dynamics Simulations and Quantum Chemical Calculations

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Yuxiao Han, Jian Fu, Shuyuan Deng, Cenqian Zhang, Bo Wang, Jie Gao, Fan Zhang, Yuehui She
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 30 (04): 2002–2016.
Paper Number: SPE-224433-PA
https://doi.org/10.2118/224433-PA
Published: 09 April 2025
... unconventional play reservoir simulation asphaltene inhibition geology complex reservoir geologist asphaltene remediation equation of state scale inhibition production chemistry hydrate remediation flow assurance interaction continental asphaltene oilfield chemistry artificial intelligence...
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View articletitled, Aggregation Behavior of Asphaltenes in Heavy Oil and Its Influencing Factors: A Multiscale Study Based on Molecular Dynamics Simulations and Quantum Chemical Calculations
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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
... 14 1 2025 7 2 2025 9 4 2025 Copyright © 2025 Society of Petroleum Engineers geologist history matching flow in porous media production monitoring reservoir simulation model parameter geology artificial intelligence production control fluid dynamics deep learning...
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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
... Copyright © 2025 Society of Petroleum Engineers fluid dynamics history matching reservoir simulation algorithm geologist production forecasting geology bayesian inference production control iteration gmm configuration ensemble artificial intelligence machine learning configuration...
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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
... of state geologist deep learning complex reservoir subsurface storage sustainability reservoir simulation optimization problem social responsibility risk management flow in porous media modeling & simulation co 2 enhanced recovery chemical flooding methods artificial intelligence...
View articletitled, Deep Learning–Assisted Multiobjective Optimization of Geological CO 2 Storage Performance under Geomechanical Risks
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Includes: Supplementary Content

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