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Journal Articles

Data-Driven Reduced-Order Models for Volve Field Using Reservoir Simulation and Physics-Informed Machine Learning Techniques

M. V. Behl, M. Tyagi
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng (2023)
Paper Number: SPE-214288-PA
DOI: https://doi.org/10.2118/214288-PA
Published: 01 February 2023
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Comprehensive Fluid Compositional Analysis Program to Support the Interpretation of Chichimene Field In-Situ Combustion Pilot

E. J. Manrique, M. L. Trujillo, J. C. Lizcano, D. A. Cardenas, J. W. Vanegas, F. Portillo, H. Salazar, N. Caicedo
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng (2022)
Paper Number: SPE-209390-PA
DOI: https://doi.org/10.2118/209390-PA
Published: 30 November 2022
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Simulating Oil and Water Production in Reservoirs with Generative Deep Learning

Abdullah Alakeely, Roland Horne
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 25 (04): 751–773.
Paper Number: SPE-206126-PA
DOI: https://doi.org/10.2118/206126-PA
Published: 16 November 2022
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Ensemble Machine Learning for Predicting Viscosity of Nanoparticle-Surfactant-Stabilized CO 2 Foam

Toluwalase Olukoga, Micheal Totaro, Yin Feng
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 25 (04): 794–814.
Paper Number: SPE-210577-PA
DOI: https://doi.org/10.2118/210577-PA
Published: 16 November 2022
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Includes: Supplementary Content
Journal Articles

A Deep Learning Framework Using Graph Convolutional Networks for Adaptive Correction of Interwell Connectivity and Gated Recurrent Unit for Performance Prediction

Leding Du, Yuetian Liu, Liang Xue, Guohui You
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 25 (04): 815–831.
Paper Number: SPE-210575-PA
DOI: https://doi.org/10.2118/210575-PA
Published: 16 November 2022
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Robust and Efficient Identification of Hydraulic Flow Units using Differential Evolution Optimization and Two-Stage Clustering Techniques

Menhal A. Al-Ismael, Abeeb A. Awotunde
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng (2022)
Paper Number: SPE-212833-PA
DOI: https://doi.org/10.2118/212833-PA
Published: 09 November 2022
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Application of Data Mining to Small Data Sets: Identification of Key Production Drivers in Heterogeneous Unconventional Resources

Yanrui Ning, Harrison Schumann, Ge Jin
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng (2022)
Paper Number: SPE-212301-PA
DOI: https://doi.org/10.2118/212301-PA
Published: 12 October 2022
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Managing Risk in Well Placement Optimization within an Expected Utility Framework

Di Yang, Clayton V. Deutsch
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng (2022)
Paper Number: SPE-212305-PA
DOI: https://doi.org/10.2118/212305-PA
Published: 12 October 2022
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Selection of a Dimensionality Reduction Method: An Application to Deal with High-Dimensional Geostatistical Realizations in Oil Reservoirs

Luciana Maria Da Silva, Leandro Mendes Ferreira, Guilherme Daniel Avansi, Denis José Schiozer, Solange Nice Alves-Souza
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng (2022)
Paper Number: SPE-212299-PA
DOI: https://doi.org/10.2118/212299-PA
Published: 04 October 2022
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Experimental Study on the Impact of Clay Distribution and Mineralogy on NMR T 2 and Internal Gradient: Insights From Well-Controlled Physical Samples

Mahmoud Elsayed, Ammar El-Husseiny, Syed Rizwanullah Hussaini, Hani Al Mukainah, Mohamed Mahmoud
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng (2022)
Paper Number: SPE-212300-PA
DOI: https://doi.org/10.2118/212300-PA
Published: 03 October 2022
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Reservoir Properties Alteration in Carbonate Rocks after In-Situ Combustion

A. Mukhametdinova, T. Karamov, E. Popov, A. Burukhin, E. Kozlova, G. Usachev, A. Cheremisin
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng (2022)
Paper Number: SPE-212281-PA
DOI: https://doi.org/10.2118/212281-PA
Published: 20 September 2022
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Comparative Study of In-Situ Combustion Tests on Consolidated and Crushed Cores

A. G. Askarova, E. Y. Popov, K. V. Maerle, A. N. Cheremisin
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng (2022)
Paper Number: SPE-212270-PA
DOI: https://doi.org/10.2118/212270-PA
Published: 16 August 2022
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Message Passing Interface (MPI) Parallelization of Iteratively Coupled Fluid Flow and Geomechanics Codes for the Simulation of System Behavior in Hydrate-Bearing Geologic Media. Part 1: Methodology and Validation

Jiecheng Zhang, George J. Moridis, Thomas A. Blasingame
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 25 (03): 600–620.
Paper Number: SPE-206161-PA
DOI: https://doi.org/10.2118/206161-PA
Published: 11 August 2022
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A Bayesian Framework for Addressing the Uncertainty in Production Forecasts of Tight-Oil Reservoirs Using a Physics-Based Two-Phase Flow Model

L. M. Ruiz Maraggi, L. W. Lake, M. P. Walsh
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 25 (03): 486–508.
Paper Number: SPE-209203-PA
DOI: https://doi.org/10.2118/209203-PA
Published: 11 August 2022
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Electrical, Diffusional, Hydraulic, and Geometrical Tortuosity Anisotropy Quantification Using 3D Computed Tomography Scan Image Data

Andres Gonzalez, Zoya Heidari, Olivier Lopez
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng (2022)
Paper Number: SPE-206109-PA
DOI: https://doi.org/10.2118/206109-PA
Published: 01 August 2022
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Optimization of Water-Alternating-CO 2 Injection Field Operations Using a Machine-Learning-Assisted Workflow

Junyu You, William Ampomah, Jiawei Tu, Anthony Morgan, Qian Sun, Bing Wei, Dianlin Wang
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 25 (02): 214–231.
Paper Number: SPE-203913-PA
DOI: https://doi.org/10.2118/203913-PA
Published: 11 May 2022
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Integration of 3D Volumetric Computed Tomography Scan Image Data with Conventional Well Logs for Detection of Petrophysical Rock Classes

Andres Gonzalez, Zoya Heidari, Olivier Lopez
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 25 (02): 146–162.
Paper Number: SPE-208605-PA
DOI: https://doi.org/10.2118/208605-PA
Published: 11 May 2022
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An Empirical Analog Benchmarking Workflow to Improve Hydrocarbon Recovery

Shaoqing Sun, David A. Pollitt
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 25 (02): 349–366.
Paper Number: SPE-208612-PA
DOI: https://doi.org/10.2118/208612-PA
Published: 11 May 2022
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Investigation of Strain Fields Generated by Hydraulic Fracturing with Analytical and Numerical Modeling of Fiber Optic Response

Kildare George Ramos Gurjao, Eduardo Gildin, Richard Gibson, Mark Everett
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 25 (02): 367–379.
Paper Number: SPE-206049-PA
DOI: https://doi.org/10.2118/206049-PA
Published: 11 May 2022
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Production Forecasting with the Interwell Interference by Integrating Graph Convolutional and Long Short-Term Memory Neural Network

Enda Du, Yuetian Liu, Ziyan Cheng, Liang Xue, Jing Ma, Xuan He
Journal: SPE Reservoir Evaluation & Engineering
Publisher: Society of Petroleum Engineers (SPE)
SPE Res Eval & Eng 25 (02): 197–213.
Paper Number: SPE-208596-PA
DOI: https://doi.org/10.2118/208596-PA
Published: 11 May 2022
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