Image-based modeling of granular porous media

被引：61
|
作者：
Tahmasebi, Pejman [1 ,2 ]
Sahimi, Muhammad [3 ]
Andrade, Jose E. [2 ]
机构：
[1] Univ Wyoming, Dept Petr Engn, Laramie, WY 82071 USA
[2] CALTECH, Div Engn & Appl Sci, Pasadena, CA 91125 USA
[3] Univ Southern Calif, Mork Family Dept Chem Engn & Mat Sci, Los Angeles, CA USA
来源：
GEOPHYSICAL RESEARCH LETTERS | 2017年 / 44卷 / 10期
关键词：
granular porous media; stochastic modeling; PARTICLE-SHAPE; ELEMENT METHOD; STOCHASTIC CHARACTERIZATION; SIMULATION; RECONSTRUCTION; TOMOGRAPHY; GENERATION; SAMPLES; SHEAR; ROCK;
D O I：
10.1002/2017GL073938
中图分类号：
P [天文学、地球科学];
学科分类号：
07 ;
摘要：
We propose a new method of modeling granular media that utilizes a single two- or three-dimensional image and is formulated based on a Markov process. The process is mapped onto one that minimizes the difference between the image and a stochastic realization of the granular medium and utilizes a novel approach to remove possible unphysical discontinuities in the realization. Quantitative comparison between the morphological properties of the realizations and representative examples indicates excellent agreement.
引用
收藏
页码：4738 / 4746
页数：9
相关论文
共 50 条
  • [1] Image-based modeling of gas adsorption and deformation in porous media
    Sahar Bakhshian
    Zhuofan Shi
    Muhammad Sahimi
    Theodore T. Tsotsis
    Kristian Jessen
    [J]. Scientific Reports, 8
  • [2] Image-based modeling of gas adsorption and deformation in porous media
    Bakhshian, Sahar
    Shi, Zhuofan
    Sahimi, Muhammad
    Tsotsis, Theodore T.
    Jessen, Kristian
    [J]. SCIENTIFIC REPORTS, 2018, 8
  • [3] Image-based modeling of spontaneous imbibition in porous media by a network model
    Qin, Chao-Zhong
    van Brummelen, Harald
    Hefny, Mahmoud
    Zhao, Jianlin
    [J]. ADVANCES IN WATER RESOURCES, 2021, 152
  • [4] Rapid Estimation of Essential Porous Media Properties Using Image-Based Pore-Scale Network Modeling
    Thibodeaux, Timothy W.
    Sheng, Qiang
    Thompson, Karsten E.
    [J]. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2015, 54 (16) : 4474 - 4486
  • [5] Image-based modeling and elastic analysis of porous ceramics by the homogenization method
    Kimura, K
    Takano, N
    Kubo, F
    Ogawa, S
    Kawamoto, H
    Zako, M
    [J]. JOURNAL OF THE CERAMIC SOCIETY OF JAPAN, 2002, 110 (06) : 567 - 575
  • [6] Image-Based Lagrangian Analysis of Granular Kinematics
    Omidvar, Mehdi
    Chen, Zhibo
    Iskander, Magued
    [J]. JOURNAL OF COMPUTING IN CIVIL ENGINEERING, 2015, 29 (06)
  • [7] Image-based modeling of inhomogeneous single-scattering participating media
    Hu Yong
    Qi Yue
    Tong Xin
    [J]. SCIENCE CHINA-INFORMATION SCIENCES, 2010, 53 (06) : 1141 - 1150
  • [8] Image-based modeling of inhomogeneous single-scattering participating media
    Yong Hu
    Yue Qi
    Xin Tong
    [J]. Science China Information Sciences, 2010, 53 : 1141 - 1150
  • [9] Image-based modeling of inhomogeneous single-scattering participating media
    Hu Yong
    [J]. CHINESE SCIENCE BULLETIN, 2010, 55 (24): : 2756 - 2756
  • [10] Image-based modeling of inhomogeneous single-scattering participating media
    HU Yong 1
    2 Microsoft Research Asia
    [J]. Science China(Information Sciences), 2010, 53 (06) : 1141 - 1150
12345