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Application of machine learning in predicting oil rate decline for Bakken shale oil wells

Commercial reservoir simulators are required to solve discretized mass-balance equations. When the reservoir becomes heterogeneous and complex, more grid blocks can be used, which requires detailed and accurate reservoir information, for e.g. porosity, permeability, and other parameters that are not...

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Detalles Bibliográficos
Autores principales: Bhattacharyya, Subhrajyoti, Vyas, Aditya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9519931/
https://www.ncbi.nlm.nih.gov/pubmed/36171237
http://dx.doi.org/10.1038/s41598-022-20401-6