Sensitivity analysis of parameters for carbon sequestration: Symbolic regression models based on open porous media reservoir simulators predictions

Sensitivity analysis of parameters for carbon sequestration: Symbolic regression models based on open porous media reservoir simulators predictions

Open Porous Media (OPM) Flow is an open-source reservoir simulator used for solving subsurface porous media flow problems. Focus is placed here on carbon sequestration and the modeling of fluid flow within underground porous reservoirs. In this study, a sensitivity analysis of some input parameters...

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Bibliographic Details
Main Authors: Pavel Praks, Atgeirr Rasmussen, Kjetil Olsen Lye, Jan Martinovič, Renata Praksová, Francesca Watson, Dejan Brkić
Format: Article
Language:English
Published: Elsevier 2024-11-01
Series:Heliyon
Subjects:
Open porous media (OPM) flow
Carbon sequestration
Sensitivity analysis
Petroleum engineering
Machine learning modeling
Symbolic regression
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844024160756
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http://www.sciencedirect.com/science/article/pii/S2405844024160756

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