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Artificial intelligence-based framework for precise prediction of asphaltene particle aggregation kinetics in petroleum recovery

The precipitation and deposition of asphaltene on solid surfaces present a significant challenge throughout all stages of petroleum recovery, from hydrocarbon reservoirs in porous media to wellbore and transfer pipelines. A comprehensive understanding of asphaltene aggregation phenomena is crucial f...

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Detalles Bibliográficos
Autores principales: Sharifzadegan, Ali, Behnamnia, Mohammad, Dehghan Monfared, Abolfazl
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10613205/
https://www.ncbi.nlm.nih.gov/pubmed/37898668
http://dx.doi.org/10.1038/s41598-023-45685-0