Skip navigation
Skip navigation

Porous Structure Reconstruction Using Convolutional Neural Networks

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


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
Source: Mathematical Geosciences
DOI: 10.1007/s11004-018-9743-0


File Description SizeFormat Image
01_Wang_Porous_Structure_2018.pdf2.02 MBAdobe PDFThumbnail

Items in Open Research are protected by copyright, with all rights reserved, unless otherwise indicated.

Updated:  19 May 2020/ Responsible Officer:  University Librarian/ Page Contact:  Library Systems & Web Coordinator