Applying convolutional neural networks to identify lithofacies of large-n cores from the Permian Basin and Gulf of Mexico: The importance of the quantity and quality of training data
Jinyu Zhang, William A. Ambrose, Wei Xie
Topics & Concepts
FaciesSedimentary depositional environmentConvolutional neural networkGeologyLithologySample (material)Artificial intelligencePermianDeep learningArtificial neural networkSedimentary rockPaleontologyStructural basinMachine learningPattern recognition (psychology)Computer scienceChromatographyChemistryHydrocarbon exploration and reservoir analysisGeochemistry and Geologic MappingHydraulic Fracturing and Reservoir Analysis