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Stochastic reconstruction of 3D porous media from 2D images using generative adversarial networks

Andrea Valsecchi, Sergio Damas, Cristina Tubilleja, Javier Arechalde

2020Neurocomputing70 citationsDOI

Topics & Concepts

Porous mediumComputer scienceArtificial intelligenceIterative reconstructionPetrophysicsComputer visionScale (ratio)3D reconstructionSample (material)Image (mathematics)GeologyPattern recognition (psychology)PorosityPhysicsThermodynamicsQuantum mechanicsGeotechnical engineeringGenerative Adversarial Networks and Image SynthesisSeismic Imaging and Inversion TechniquesAdvanced Image Processing Techniques
Stochastic reconstruction of 3D porous media from 2D images using generative adversarial networks | Litcius