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Machine learning accelerated approach to infer nuclear magnetic resonance porosity for a middle eastern carbonate reservoir

Carbonate rocks present a complicated pore system owing to the existence of intra-particle and interparticle porosities. Therefore, characterization of carbonate rocks using petrophysical data is a challenging task. Conventional neutron, sonic, and neutron-density porosities are proven to be less ac...

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Detalles Bibliográficos
Autores principales: Mustafa, Ayyaz, Tariq, Zeeshan, Mahmoud, Mohamed, Abdulraheem, Abdulazeez
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9998858/
https://www.ncbi.nlm.nih.gov/pubmed/36894553
http://dx.doi.org/10.1038/s41598-023-30708-7