Application of power-law committee machine to combine five machine learning algorithms for enhanced oil recovery screening

Abstract One of the main challenges in screening of enhanced oil recovery (EOR) techniques is the class imbalance problem, where the number of different EOR techniques is not equal. This problem hinders the generalization of the data-driven methods used to predict suitable EOR techniques for candida...

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Hauptverfasser:	Reza Yousefzadeh, Alireza Kazemi, Rashid S. Al-Maamari
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	Nature Portfolio 2024-04-01
Schriftenreihe:	Scientific Reports
Schlagworte:	Enhanced oil recovery Committee machine EOR screening Machine learning
Online-Zugang:	https://doi.org/10.1038/s41598-024-59387-8
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