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Porous Structure Reconstruction Using Convolutional Neural Networks

Wang, Yuzhu; Arns, Christoph; Rahman, Sheik S.; Arns, Ji-Youn

Description

The three-dimensional high-resolution imaging of rock samples is the basis for pore-scale characterization of reservoirs. Micro X-ray computed tomography (µCT) is considered the most direct means of obtaining the three-dimensional inner structure of porous media without deconstruction. The micrometer resolution ofµ-CT, however, limits its application in the detection of small structures such as nanochannels, which are critical for fluid transportation. An effective strategy for solving...[Show more]

CollectionsANU Research Publications
Date published: 2018
Type: Journal article
URI: http://hdl.handle.net/1885/212477
Source: Mathematical Geosciences
DOI: 10.1007/s11004-018-9743-0

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