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Stacked ensemble machine learning for porosity and absolute permeability prediction of carbonate rock plugs

This study employs a stacked ensemble machine learning approach to predict carbonate rocks' porosity and absolute permeability with various pore-throat distributions and heterogeneity. Our dataset consists of 2D slices from 3D micro-CT images of four carbonate core samples. The stacking ensembl...

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Detalles Bibliográficos
Autores principales:	Kalule, Ramanzani, Abderrahmane, Hamid Ait, Alameri, Waleed, Sassi, Mohamed
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10276879/ https://www.ncbi.nlm.nih.gov/pubmed/37330558 http://dx.doi.org/10.1038/s41598-023-36096-2

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