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Hybrid machine learning models for estimating total organic carbon from mineral constituents in core samples of shale gas fields

Camila Martins Saporetti, Douglas Lima Fonseca, L. C. Oliveira, Egberto Pereira, Leonardo Goliatt

2022Marine and Petroleum Geology49 citationsDOI

Topics & Concepts

GeologyOil shaleShale gasCore (optical fiber)Total organic carbonGeochemistryPetroleum engineeringCarbon fibersMineralMineralogyPetrologyEnvironmental chemistryPaleontologyComposite numberChemistryMaterials scienceComposite materialMetallurgyHydrocarbon exploration and reservoir analysisAtmospheric and Environmental Gas DynamicsGeochemistry and Geologic Mapping
Hybrid machine learning models for estimating total organic carbon from mineral constituents in core samples of shale gas fields | Litcius