Concepedia

Generative Material Synthesis

Generative Material Synthesis is a computational framework that belongs to the class of material-aware design methods, distinguished by its capacity to algorithmically generate novel material compositions and microstructures through data-driven models, thereby enabling the autonomous exploration and optimization of material properties according to specified performance criteria.

47

Publications

2.4K

Citations

166

Authors

65

Institutions

Publications per year

2017–2026

44

Parents

Publications

47

Inverse design of porous materials using artificial neural networks

Baekjun Kim, Sangwon Lee, Jihan Kim · Science Advances · 2020 · 324 citations · Full text

, , +17

Generative artificial intelligence and its applications in materials science: Current situation and future perspectives

Yue Liu, Zhengwei Yang, Zhenyao Yu et al. · Journal of Materiomics · 2023 · 265 citations · Full text

, , +16

Solid texture synthesis from 2D exemplars

Johannes Kopf, Chi‐Wing Fu, Daniel Cohen‐Or et al. · 2007 · 215 citations · Full text

, , +16

Solid texture synthesis from 2D exemplars

Johannes Kopf, Chi‐Wing Fu, Daniel Cohen‐Or et al. · ACM Transactions on Graphics · 2007 · 141 citations

, , +16

3-D Inorganic Crystal Structure Generation and Property Prediction via Representation Learning

Callum J. Court, Batuhan Yildirim, Apoorv Jain et al. · Journal of Chemical Information and Modeling · 2020 · 121 citations · Full text

, , +15

1–5 of 47

Authors

166

  1. VD
    Valentin Deschaintre

    Adobe Systems (United States), United States

    4 publications · 127 citations

    4

    h-index

  2. MH
    Miloš Hašan

    Adobe Systems (United States), United States

    4 publications · 136 citations

    4

    h-index

  3. PG
    Paul Guerrero

    Adobe Systems (United States), United States

    4 publications · 136 citations

    4

    h-index

  4. KS
    Kalyan Sunkavalli

    Adobe Systems (United States), United States

    3 publications · 111 citations

    3

    h-index

  5. MJ
    Markus J. Buehler

    Massachusetts Institute of Technology, United States

    3 publications · 107 citations

    3

    h-index

1–5 of 166

Institutions

65

  1. Adobe Systems (United States)

    San Jose, United States

    4 h-index

    13 publications

    452 citations

  2. Massachusetts Institute of Technology

    Cambridge, United States

    3 h-index

    6 publications

    259 citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    6 publications

    140 citations

  4. University of South Carolina

    Columbia, United States

    3 h-index

    22 publications

    1.1K citations

  5. Tel Aviv University

    Tel Aviv, Israel

    2 h-index

    2 publications

    356 citations

  6. University College London

    London, United Kingdom

    2 h-index

    2 publications

    61 citations

  7. International Institute of Information Technology, Hyderabad

    Hyderabad, India

    2 h-index

    7 publications

    236 citations

  8. University of Colombo

    Colombo, Sri Lanka

    2 h-index

    2 publications

    133 citations

1–8 of 65

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 136 citations

    5

    h-index

  2. ACM Transactions on Graphics

    TOG · 4 publications · 251 citations

    4

    h-index

  3. npj Computational Materials

    2 publications · 218 citations

    2

    h-index

  4. Scientific Reports

    1 publications · 73 citations

    2

    h-index

  5. Computer-Aided Design

    2 publications · 42 citations

    2

    h-index

1–5