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Journal Articles

Guided Deep Learning Manifold Linearization of Porous Media Flow Equations

Marcelo J. Dall’Aqua, Emilio J. R. Coutinho, Eduardo Gildin, Zhenyu Guo, Hardik Zalavadia, Sathish Sankaran
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 29 (02): 885–908.
Paper Number: SPE-212204-PA
https://doi.org/10.2118/212204-PA
Published: 14 February 2024
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View article titled, Guided Deep Learning Manifold Linearization of Porous Media Flow Equations
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Includes: Supplementary Content
Proceedings Papers

Experimental Characterization of Gas-Liquid Downward Flow

G. Ualiyeva, E. Pereyra, C. Sarica, R. Coutinho
Publisher: ISAVFT
Paper presented at the ISAVFT 20th International Conference on Multiphase Production Technology, June 26–28, 2023
Paper Number: ISAVFT-2023-095
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View Paper titled, Experimental Characterization of Gas-Liquid Downward Flow
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Proceedings Papers

Input-Output Invariant Fast Proxy Models for Production Optimization

Marcelo J. Dall'Aqua, Emilio J. R. Coutinho, Eduardo Gildin, Zhenyu Guo, Hardik Zalavadia, Sathish Sankaran
Paper presented at the SPE Latin American and Caribbean Petroleum Engineering Conference, June 14–15, 2023
Paper Number: SPE-213117-MS
https://doi.org/10.2118/213117-MS
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View Paper titled, Input-Output Invariant Fast Proxy Models for Production Optimization
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Proceedings Papers

Guided Deep Learning Manifold Linearization of Porous Media Flow Equations

Marcelo J. Dall'Aqua, Emilio J. R. Coutinho, Eduardo Gildin, Zhenyu Guo, Hardik Zalavadia, Sathish Sankaran
Paper presented at the SPE Reservoir Simulation Conference, March 28–30, 2023
Paper Number: SPE-212204-MS
https://doi.org/10.2118/212204-MS
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View Paper titled, Guided Deep Learning Manifold Linearization of Porous Media Flow Equations
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Proceedings Papers

Physics-Aware Deep-Learning-Based Proxy Reservoir Simulation Model Equipped with State and Well Output Prediction

Emilio J. R. Coutinho, Marcelo J. Dall'Aqua, Eduardo Gildin
Paper presented at the SPE Reservoir Simulation Conference, October 26, 2021
Paper Number: SPE-203994-MS
https://doi.org/10.2118/203994-MS
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View Paper titled, Physics-Aware Deep-Learning-Based Proxy Reservoir Simulation Model Equipped with State and Well Output Prediction
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Proceedings Papers

A model for liquid-assisted gas-lift unloading

R. Coutinho, W. Williams, P. Waltrich, P. Mehdizadeh, S. Scott
Publisher: BHR Group
Paper presented at the 18th International Conference on Multiphase Production Technology, June 7–9, 2017
Paper Number: BHR-2017-345
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Proceedings Papers

Horizontal Well Geosteering: The Experience in a Giant Campos Basin Deep-Water Field

M. R. Coutinho, C. E. Abreu, M. S. Braga, W. B. Maciel
Paper presented at the SPE Latin American and Caribbean Petroleum Engineering Conference, April 27–30, 2003
Paper Number: SPE-81026-MS
https://doi.org/10.2118/81026-MS
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View Paper titled, Horizontal Well Geosteering: The Experience in a Giant Campos Basin Deep-Water Field
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Proceedings Papers

Geosteering Horizontal Wells using Resistivity Anisotropy obtained in an Offset Vertical Well

M. R. Coutinho, M. Matsdorf, A. Ortiz, L. Reynolds, A. C. da Silva
Paper presented at the SPE Latin American and Caribbean Petroleum Engineering Conference, April 27–30, 2003
Paper Number: SPE-81137-MS
https://doi.org/10.2118/81137-MS
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View Paper titled, Geosteering Horizontal Wells using Resistivity Anisotropy obtained in an Offset Vertical Well
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