Boosting Reservoir Prediction Accuracy: A Hybrid Methodology Combining Traditional Reservoir Simulation and Modern Machine Learning Approaches

Boosting Reservoir Prediction Accuracy: A Hybrid Methodology Combining Traditional Reservoir Simulation and Modern Machine Learning Approaches

This study presents a comprehensive investigation into the application of reservoir simulation and machine learning techniques to improve the understanding and prediction of reservoir behavior, focusing on the Sarir C-Main field. The research uses various data sources to develop robust reservoir sta...

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Bibliographic Details
Main Authors: Mohammed Otmane, Syed Imtiaz, Adel M. Jaluta, Amer Aborig
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Energies
Subjects:
reservoir simulation
machine learning
seismic interpretation
history matching
prediction
Petrel
Online Access:https://www.mdpi.com/1996-1073/18/3/657
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