Concepedia

Multi-scale Material Representation

Multi-Scale Material Representation is a computational framework that integrates material properties and structures across multiple spatial or temporal scales to enable accurate modeling, analysis, and prediction of complex material behaviors in a unified hierarchical format.

35

Publications

2.2K

Citations

119

Authors

59

Institutions

Publications per year

2017–2026

14

Parents

Publications

35

Self-consistent clustering analysis: An efficient multi-scale scheme for inelastic heterogeneous materials

Zeliang Liu, Miguel A. Bessa, Wing Kam Liu · Computer Methods in Applied Mechanics and Engineering · 2016 · 455 citations · Full text

, , +11

A deep material network for multiscale topology learning and accelerated nonlinear modeling of heterogeneous materials

Zeliang Liu, Cheng Wu, M. Koishi · Computer Methods in Applied Mechanics and Engineering · 2018 · 304 citations · Full text

, , +17

Multi-scale micromorphic theory for hierarchical materials

Franck J. Vernerey, Wing Kam Liu, Brian J. Moran · Journal of the Mechanics and Physics of Solids · 2007 · 177 citations

, , +14

Challenges in computational materials science: Multiple scales, multi-physics and evolving discontinuities

René de Borst · Computational Materials Science · 2007 · 112 citations

, , +14

Multi-scale cohesive laws in hierarchical materials

Haimin Yao, Huajian Gao · International Journal of Solids and Structures · 2007 · 96 citations

, , +14

1–5 of 35

Authors

119

  1. SC
    Siwar Chibani

    Centre National de la Recherche Scientifique, France

    2 publications · 34 citations

    2

    h-index

  2. HY
    Haimin Yao

    Hong Kong Polytechnic University, Hong Kong SAR China

    2 publications · 108 citations

    2

    h-index

  3. GF
    Guillaume Fraux

    Centre National de la Recherche Scientifique, France

    2 publications · 34 citations

    2

    h-index

  4. ZL
    Zeliang Liu

    Northwestern University, United States

    2 publications · 759 citations

    2

    h-index

  5. WK
    Wing Kam Liu

    Northwestern University, United States

    2 publications · 632 citations

    2

    h-index

1–5 of 119

Institutions

59

  1. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    7 publications

    214 citations

  2. Georgia Institute of Technology

    Atlanta, United States

    3 h-index

    7 publications

    179 citations

  3. Northwestern University

    Evanston, United States

    3 h-index

    9 publications

    1.9K citations

  4. Brown University

    Providence, United States

    2 h-index

    4 publications

    216 citations

  5. Université Paris Sciences et Lettres

    Paris, France

    2 h-index

    4 publications

    82 citations

  6. Massachusetts Institute of Technology

    Cambridge, United States

    2 h-index

    5 publications

    79 citations

  7. China University of Mining and Technology

    Xuzhou, China

    2 h-index

    6 publications

    220 citations

  8. Arizona State University

    Tempe, United States

    2 h-index

    6 publications

    216 citations

1–8 of 59

Venues

  1. 4

    h-index

  2. International Journal of Solids and Structures

    3 publications · 161 citations

    3

    h-index

  3. Journal of the Mechanics and Physics of Solids

    2 publications · 261 citations

    2

    h-index

  4. 1

    h-index

  5. APL Machine Learning

    1 publications · 12 citations

    1

    h-index

1–5