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An innovative generative adversarial network application for physically accurate rock images with an unprecedented field of view 期刊论文
Geophysical Research Letters, 2020
作者:  Yufu Niu;  Ying Da Wang;  Peyman Mostaghimi;  Pawel Swietojanski;  Ryan T. Armstrong
收藏  |  浏览/下载：25/0  |  提交时间：2020/11/20
On representative elementary volumes of grayscale micro‐CT images of porous media 期刊论文
Geophysical Research Letters, 2020
作者:  Ankita Singh;  Klaus Regenauer‐;  Lieb;  Stuart D. C. Walsh;  Ryan T. Armstrong;  Joost J. M. van Griethuysen;  Peyman Mostaghimi
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/21
Probing Effective Wetting in Subsurface Systems 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (5)
作者:  Sun, Chenhao;  McClure, James E.;  Mostaghimi, Peyman;  Herring, Anna L.;  Berg, Steffen;  Armstrong, Ryan T.
收藏  |  浏览/下载：4/0  |  提交时间：2020/07/02
Digital Rock Segmentation for Petrophysical Analysis With Reduced User Bias Using Convolutional Neural Networks 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Niu, Yufu;  Mostaghimi, Peyman;  Shabaninejad, Mehdi;  Swietojanski, Pawel;  Armstrong, Ryan T.
收藏  |  浏览/下载：12/0  |  提交时间：2020/07/02
convolutional neural network  digital rock  image segmentation  X-ray microcomputed tomography  
Boosting Resolution and Recovering Texture of 2D and 3D Micro-CT Images with Deep Learning 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (1)
作者:  Da Wang, Ying;  Armstrong, Ryan T.;  Mostaghimi, Peyman
收藏  |  浏览/下载：5/0  |  提交时间：2020/07/02
Rock Characterization Using Gray-Level Co-Occurrence Matrix: An Objective Perspective of Digital Rock Statistics 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (3) : 1912-1927
作者:  Singh, Ankita;  Armstrong, Ryan T.;  Regenauer-Lieb, Klaus;  Mostaghimi, Peyman
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/26
porous media  rock characterization  GLCM  image processing  X-ray imaging  computer vision