Concepedia

Generative Aesthetic Design

Generative Aesthetic Design is a computational methodology within computational aesthetics that autonomously produces or evolves aesthetic artifacts through rule-based, algorithmic, or learning-driven processes, distinguishing itself by integrating generative mechanisms with formal aesthetic evaluation to create novel, perceptually meaningful designs.

10

Publications

564

Citations

40

Authors

18

Institutions

Publications per year

2017–2026

8

Parents

Publications

10

Generative Design: A Paradigm for Design Research.

Jon McCormack, Alan Dorin, Troy Innocent · Proceedings of DRS · 2004 · 120 citations · Full text

, , +10

A 3D shape generative method for aesthetic product design

Jorge Alcaide-Marzal, José Antonio Diego-Más, Gonzalo Acosta-Zazueta · Design Studies · 2019 · 88 citations · Full text

, , +14

Product Aesthetic Design: A Machine Learning Augmentation

Alex Burnap, John R. Hauser, Artem Timoshenko · Marketing Science · 2023 · 86 citations

, , +17

ClothGAN: generation of fashionable Dunhuang clothes using generative adversarial networks

Qiang Wu, Baixue Zhu, Binbin Yong et al. · Connection Science · 2020 · 64 citations

, , +13

Towards the Synthesis of Aesthetic Product Form

Stephen N. Smyth, David R. Wallace · 2000 · 43 citations

, , +17

1–5 of 10

Authors

40

  1. AB
    Alex Burnap

    University of Michigan, United States

    2 publications · 108 citations

    2

    h-index

  2. JR
    John R. Hauser

    North Carolina State University, United States

    2 publications · 108 citations

    2

    h-index

  3. AT
    Artem Timoshenko

    Massachusetts Institute of Technology, United States

    2 publications · 108 citations

    2

    h-index

  4. CY
    Chaoxiang Yang

    East China University of Science and Technology, China

    1 publications · 28 citations

    1

    h-index

  5. SN
    Stephen N. Smyth

    Massachusetts Institute of Technology, United States

    1 publications · 43 citations

    1

    h-index

1–5 of 40

Institutions

18

  1. Massachusetts Institute of Technology

    Cambridge, United States

    2 h-index

    3 publications

    172 citations

  2. East China University of Science and Technology

    Shanghai, China

    1 h-index

    4 publications

    112 citations

  3. Beihang University

    Beijing, China

    1 h-index

    3 publications

    120 citations

  4. Ministry of Industry and Information Technology

    Beijing, China

    1 h-index

    1 publications

    28 citations

  5. Universitat Politècnica de València

    Valencia, Spain

    1 h-index

    3 publications

    264 citations

  6. University of Technology Sydney

    Sydney, Australia

    1 h-index

    1 publications

    40 citations

  7. Australian Regenerative Medicine Institute

    Clayton, Australia

    1 h-index

    3 publications

    360 citations

  8. Monash University

    Melbourne, Australia

    1 h-index

    3 publications

    360 citations

1–8 of 18

Venues

  1. Connection Science

    1 publications · 64 citations

    1

    h-index

  2. Proceedings of DRS

    1 publications · 120 citations

    1

    h-index

  3. Advanced Engineering Informatics

    1 publications · 28 citations

    1

    h-index

  4. Design Studies

    1 publications · 88 citations

    1

    h-index

  5. Marketing Science

    1 publications · 86 citations

    1

    h-index

1–5