Ensemble Learning for Predicting TOC from Well-Logs of the Unconventional Goldwyer Shale

Ensemble Learning for Predicting TOC from Well-Logs of the Unconventional Goldwyer Shale

Precise estimation of total organic carbon (TOC) is extremely important for the successful characterization of an unconventional shale reservoir. Indirect traditional continuous TOC prediction methods from well-logs fail to provide accurate TOC in complex and heterogeneous shale reservoirs. A workfl...

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Bibliographic Details
Main Authors: Partha Pratim Mandal, Reza Rezaee, Irina Emelyanova
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Energies
Subjects:
TOC
Goldwyer shale
well-logs
ensemble learning
canning basin
Online Access:https://www.mdpi.com/1996-1073/15/1/216

Internet

https://www.mdpi.com/1996-1073/15/1/216

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