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Using deep-learning to predict Dunham textures and depositional facies of carbonate rocks from thin sections

Xin Liu, Viswasanthi Chandra, Ahmad Ramdani, Rainer Zühlke, Volker Vahrenkamp

2023Geoenergy Science and Engineering17 citationsDOIOpen Access PDF

Topics & Concepts

FaciesSedimentary depositional environmentPetrographyGeologyOutcropTexture (cosmology)Artificial intelligencePaleontologyPetrologyComputer scienceImage (mathematics)Structural basinHydrocarbon exploration and reservoir analysisGeological formations and processesGeochemistry and Geologic Mapping
Using deep-learning to predict Dunham textures and depositional facies of carbonate rocks from thin sections | Litcius