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Prediction of fluid oil and gas volumes of shales with a deep learning model and its application to the Bakken and Marcellus shales

The fluid oil and gas volumes (S1) retained within the shales are one of the most important parameter of producible fluid oil and gas saturations of shales together with total organic carbon content. The S1 volumes can directly be obtained by Rock-Eval pyrolysis analysis. However, it is time consumi...

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Detalles Bibliográficos
Autor principal: Şen, Şamil
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9718744/
https://www.ncbi.nlm.nih.gov/pubmed/36460682
http://dx.doi.org/10.1038/s41598-022-23406-3