Reconstruction of three-dimensional porous media using multi-scale generative adversarial networks
Ting Zhang, Mengling Ni, Qijie Guan, Deya Li, Shaojing Zhou, Yi Du
Topics & Concepts
Computer sciencePyramid (geometry)Deep learningArtificial intelligenceGenerative grammarPorous mediumScale (ratio)Feature (linguistics)Generative adversarial networkIterative reconstructionFeature extractionConvolutional neural network3D reconstructionPattern recognition (psychology)Machine learningPorosityGeologyMathematicsGeometryQuantum mechanicsPhysicsPhilosophyLinguisticsGeotechnical engineeringImage Processing and 3D ReconstructionGenerative Adversarial Networks and Image SynthesisComputer Graphics and Visualization Techniques