Concepedia

Neural Material Representation

Neural Material Representation is a computational framework within material representation that employs neural networks to learn and encode the appearance, microgeometry, and physical properties of materials from data, enabling data-driven synthesis and manipulation of material appearances in rendering.

49

Publications

4.1K

Citations

199

Authors

103

Institutions

Publications per year

2017–2026

32

Parents

Publications

49

Representing and Recognizing the Visual Appearance of Materials using Three-dimensional Textons

Thomas Leung, Jitendra Malik · International Journal of Computer Vision · 2001 · 1.5K citations

, , +13

The perception of speech sounds by the human brain as reflected by the mismatch negativity (MMN) and its magnetic equivalent (MMNm)

Risto Näätänen · Psychophysiology · 2001 · 716 citations · Full text

, , +16

Atomistic Line Graph Neural Network for improved materials property predictions

Kamal Choudhary, Brian DeCost · npj Computational Materials · 2021 · 692 citations · Full text

, , +16

Discrete hierarchical organization of social group sizes

Wei‐Xing Zhou, Didier Sornette, Russell A. Hill et al. · Proceedings of the Royal Society B Biological Sciences · 2005 · 584 citations · Full text

, , +14

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

1–5 of 49

Authors

199

  1. MH
    Miloš Hašan

    Adobe Systems (United States), United States

    5 publications · 142 citations

    5

    h-index

  2. RR
    Ravi Ramamoorthi

    University of California, Berkeley, United States

    4 publications · 112 citations

    4

    h-index

  3. ZX
    Zexiang Xu

    Adobe Systems (United States), United States

    3 publications · 95 citations

    3

    h-index

  4. ZL
    Zeliang Liu

    Northwestern University, United States

    3 publications · 553 citations

    3

    h-index

  5. FL
    Fujun Luan

    Adobe Systems (United States), United States

    3 publications · 128 citations

    3

    h-index

1–5 of 199

Institutions

103

  1. Adobe Systems (United States)

    San Jose, United States

    6 h-index

    18 publications

    567 citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    10 publications

    951 citations

  3. University of Toronto

    Toronto, Canada

    2 h-index

    2 publications

    32 citations

  4. University of California System

    Oakland, United States

    2 h-index

    4 publications

    142 citations

  5. Lutheran School of Theology at Chicago

    Chicago, United States

    2 h-index

    4 publications

    990 citations

  6. University of California San Diego

    San Diego, United States

    2 h-index

    6 publications

    123 citations

  7. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    2 h-index

    2 publications

    121 citations

  8. Imperial College London

    London, United Kingdom

    2 h-index

    2 publications

    121 citations

1–8 of 103

Venues

  1. ACM Transactions on Graphics

    TOG · 4 publications · 167 citations

    4

    h-index

  2. Psychophysiology

    4 publications · 884 citations

    4

    h-index

  3. Computer Graphics Forum

    3 publications · 154 citations

    3

    h-index

  4. Symmetry

    2 publications · 50 citations

    2

    h-index

  5. 2

    h-index

1–5