Application of deep learning to shale microstructure classification
Amanda Knaup, Jeremy Jernigen, Mark Curtis, Deepak Devegowda, Carl Sondergeld, Chandra Rai
Topics & Concepts
Convolutional neural networkGeologyOil shaleWorkflowPixelArtificial intelligenceScanning electron microscopeDeep learningMicrostructureArtificial neural networkPattern recognition (psychology)Image (mathematics)MineralogyComputer sciencePaleontologyMaterials scienceDatabaseMetallurgyComposite materialMineral Processing and GrindingHydrocarbon exploration and reservoir analysisEnhanced Oil Recovery Techniques