Reconstruction of three-dimensional porous media using generative adversarial neural networks

M. J. Blunt, 2017, Multiphase Flow in Permeable Media: A Pore-Scale Perspective, 10.1017/9781316145098

10.1029/2005WR004806

10.1007/s11242-009-9443-9

10.1007/s11004-012-9431-4

G. Matheron, 1975, Random Sets and Integral Geometry

10.1016/0146-664X(80)90006-4

G. Matheron, 1971, Elements pour une Theorie des Milieux Poreux

10.1103/PhysRevE.80.051303

10.1063/1.448966

S. Torquato, 2013, Random Heterogeneous Materials: Microstructure and Macroscopic Properties

10.1051/rphysap:01989002409086100

10.1023/A:1008942325749

10.1063/1.331238

10.1103/PhysRevE.57.495

10.1016/S0920-4105(03)00062-7

M. J. Pyrcz, 2014, Geostatistical Reservoir Modeling

J. Caers, 2004, AAPG Mem., 80, 383

10.1029/2008WR007621

10.1016/j.cageo.2012.09.019

10.1016/j.cageo.2014.03.009

10.1016/j.jhydrol.2011.03.037

G. Mariethoz, 2014, Multiple-Point Geostatistics: Stochastic Modeling with Training Images, 10.1002/9781118662953

10.1007/s11004-011-9328-7

10.1016/j.cageo.2013.03.020

10.1103/PhysRevE.70.066135

10.1016/j.petrol.2004.08.002

10.1029/2006WR005680

10.1364/OL.8.000199

10.1016/S0006-3495(99)77443-6

I. Goodfellow, 2014, Advances in Neural Information Processing Systems 27

J. Wu, 2016, 30th Conference on Neural Information Processing Systems (NIPS 2016), Barcelona, Spain

E. L. Denton, 2015, 29th Annual Conference on Neural Information Processing Systems (NIPS 2015), Montreal, Canada

T. Salimans, 2016, Advances in Neural Information Processing Systems 29

10.1063/1.1722830

10.1088/0305-4470/18/1/025

10.1103/PhysRevE.92.043023

10.1046/j.1365-2818.2001.00899.x

D. Legland, 2016, Bioinformatics, 32, 3532, 10.1093/bioinformatics/btw413

10.1063/1.168744

S. Ioffe, 2015, Proceedings of the 32nd International Conference on Machine Learning

A. L. Maas, 2013, Proc. ICML., 30, 1

N. Otsu, 1975, Automatica, 11, 23

10.1098/rspa.1970.0189

J. F. Pepper, 1954, Geology of the Bedford Shale and Berea Sandstone in the Appalachian Basin: A Study of the Stratigraphy, Sedimentation and Paleogeography of Rocks of Bedford and Berea Age in Ohio and Adjacent States

W. de Witt, Jr., 1970, U.S. Geol. Surv. Bull., 1294, A23

10.1144/gsjgs.145.4.0621

J. Bear, 2013, Dynamics of Fluids in Porous Media

10.1093/mnrasl/slx008

S. Ravanbakhsh, 2017, Enabling Dark Energy Science with Deep Generative Models of Galaxy Images, 10.1609/aaai.v31i1.10755