Concepedia

Neural Generative Design

Neural Generative Design is a computational design methodology that synthesizes generative models with neural architectures to autonomously produce novel forms or structures through learned implicit design principles and data-driven exploration.

8

Publications

334

Citations

41

Authors

11

Institutions

Publications per year

2017–2026

8

Parents

Publications

8

Tuning artificial intelligence on the de novo design of natural-product-inspired retinoid X receptor modulators

Daniel Merk, Francesca Grisoni, Lukas Friedrich et al. · Communications Chemistry · 2018 · 142 citations · Full text

, , +17

Generative Design of Outdoor Green Spaces Based on Generative Adversarial Networks

Ran Chen, Jing Zhao, Xueqi Yao et al. · Buildings · 2023 · 46 citations · Full text

, , +13

Generative Adversarial Networks for De Novo Molecular Design

Young Jae Lee, Hyungu Kahng, Seoung Bum Kim · Molecular Informatics · 2021 · 42 citations

, , +13

Crystal Composition Transformer: Self‐Learning Neural Language Model for Generative and Tinkering Design of Materials

Lai Wei, Qinyang Li, Yuqi Song et al. · Advanced Science · 2024 · 28 citations · Full text

, , +17

Generative and predictive neural networks for the design of functional RNA molecules

Aidan T. Riley, James Robson, Alexander A. Green · Nature Communications · 2025 · 24 citations · Full text

, , +14

1–5 of 8

Authors

41

  1. JH
    Jianjun Hu

    University of South Carolina, United States

    3 publications · 70 citations

    3

    h-index

  2. YS
    Yuqi Song

    University of South Carolina, United States

    3 publications · 70 citations

    3

    h-index

  3. LW
    Lai Wei

    University of South Carolina, United States

    2 publications · 47 citations

    2

    h-index

  4. EM
    Edirisuriya M. Dilanga Siriwardane

    University of South Carolina, United States

    2 publications · 51 citations

    2

    h-index

  5. NF
    Nihang Fu

    University of South Carolina, United States

    2 publications · 47 citations

    2

    h-index

1–5 of 41

Institutions

11

  1. University of South Carolina

    Columbia, United States

    3 h-index

    20 publications

    480 citations

  2. Pennsylvania State University

    State College, United States

    1 h-index

    6 publications

    66 citations

  3. Korea University

    Tokyo, Japan

    1 h-index

    3 publications

    126 citations

  4. Beijing Forestry University

    Beijing, China

    1 h-index

    9 publications

    414 citations

  5. University of Milano-Bicocca

    Milan, Italy

    1 h-index

    1 publications

    142 citations

  6. University of Southern Maine

    Portland, United States

    1 h-index

    1 publications

    28 citations

  7. ETH Zurich

    Zurich, Switzerland

    1 h-index

    4 publications

    568 citations

  8. Harbin Institute of Technology

    Harbin, China

    1 h-index

    5 publications

    115 citations

1–8 of 11

Venues

  1. Applied Optics

    AO · 1 publications · 23 citations

    1

    h-index

  2. Buildings

    1 publications · 46 citations

    1

    h-index

  3. Advanced Science

    1 publications · 28 citations

    1

    h-index

  4. Journal of Cheminformatics

    1 publications · 19 citations

    1

    h-index

  5. Molecular Informatics

    1 publications · 42 citations

    1

    h-index

1–5