Photoelectric Factor Characterization of a Mixed Carbonate and Siliciclastic System Using Machine-Learning Methods: Pennsylvanian Canyon and Strawn Reef Systems, Midland Basin, West Texas

Photoelectric Factor Characterization of a Mixed Carbonate and Siliciclastic System Using Machine-Learning Methods: Pennsylvanian Canyon and Strawn Reef Systems, Midland Basin, West Texas

The photoelectric Factor (PEF) log is a powerful tool for distinguishing between siliciclastic and carbonate lithofacies in well-log analysis and 2D correlations. However, its application in complex reservoirs has some challenges due to well spacing. We present a workflow to extend its capabilities...

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Bibliographic Details
Main Authors: Osareni C. Ogiesoba, Fritz C. Palacios
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Geosciences
Subjects:
photoelectric factor
carbonates
shale
machine-learning
neural network
multiattributes
Online Access:https://www.mdpi.com/2076-3263/15/1/3
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