Interpore 2017: 3D Reconstruction of Porous Media using Generative Adversarial Networks
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My first major talk I gave as a PhD student. This highlights our Physical Review E paper discussing 3D deep generative models of porous media using generative adversarial networks to create large three-dimensional images of porous media at pore-scale as well as evaluation using statistical descriptors of random materials. Talk PDF here Poster PDF here