An end-to-end approach to predict physical properties of heterogeneous porous media: Coupling deep learning and physics-based features
Yuqi Wu, Senyou An, Pejman Tahmasebi, Keyu Liu, Chengyan Lin, Serveh Kamrava, Chang Liu, Chenyang Yu, Tao Zhang, Shuyu Sun, Samuel Krevor, Vahid Niasar
Topics & Concepts
Artificial intelligenceComputer scienceDeep learningPorous mediumField (mathematics)Digital imagePetrophysicsPermeability (electromagnetism)PorosityPattern recognition (psychology)Image processingGeologyImage (mathematics)ChemistryMathematicsBiochemistryMembranePure mathematicsGeotechnical engineeringSeismic Imaging and Inversion TechniquesEnhanced Oil Recovery TechniquesDrilling and Well Engineering