Concepedia

Generative Shape Optimization

Generative Shape Optimization is a computational design methodology that belongs to the class of generative modeling techniques, distinguished by its integration of performance-driven objectives and iterative morphological refinement to autonomously synthesize optimal geometric configurations in response to defined constraints and functional criteria.

13

Publications

491

Citations

34

Authors

13

Institutions

Publications per year

2017–2026

10

Parents

Publications

13

Aerodynamic Design Optimization and Shape Exploration using Generative Adversarial Networks

Wei Chen, Kevin Chiu, Mark Fuge · AIAA Scitech 2019 Forum · 2019 · 102 citations

, , +16

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

Development of a Conditional Generative Adversarial Network for Airfoil Shape Optimization

Gabriel Achour, Woong Je Sung, Olivia J. Pinon-Fischer et al. · AIAA Scitech 2020 Forum · 2020 · 81 citations

, , +17

A general indirect representation for optimization of generative design systems by genetic algorithms: Application to a shape grammar-based design system

Vasco Granadeiro, L. Pína, José Duarte et al. · Automation in Construction · 2013 · 39 citations

, , +14

Multi-objective optimization for generative morphological design using energy and comfort models with a practical design of new rural community in China

Run Li, Linxi Luo, Xiangfeng Li et al. · Energy and Buildings · 2024 · 36 citations · Full text

, , +16

1–5 of 13

Authors

34

  1. MF
    Mark Fuge

    University of Maryland, College Park, United States

    2 publications · 133 citations

    2

    h-index

  2. BL
    Baotong Li

    Xi'an Jiaotong University, China

    2 publications · 27 citations

    2

    h-index

  3. JH
    Jun Hong

    Xi'an Jiaotong University, China

    2 publications · 27 citations

    2

    h-index

  4. JW
    Jiyuan Wu

    Southeast University, China

    1 publications · 36 citations

    1

    h-index

  5. AH
    Amir Hooshmand

    Institute for Advanced Study, Germany

    1 publications · 11 citations

    1

    h-index

1–5 of 34

Institutions

13

  1. University of Maryland, College Park

    College Park, United States

    2 h-index

    4 publications

    337 citations

  2. Xi'an Jiaotong University

    Xi'an, China

    2 h-index

    8 publications

    108 citations

  3. Schlaich Bergermann und Partner (Germany)

    Stuttgart, Germany

    1 h-index

    1 publications

    35 citations

  4. Institute for Advanced Study

    Berlin, Germany

    1 h-index

    1 publications

    11 citations

  5. Southeast University

    Nanjing, China

    1 h-index

    5 publications

    180 citations

  6. Technical University of Munich

    Munich, Germany

    1 h-index

    1 publications

    11 citations

  7. Oregon State University

    Corvallis, United States

    1 h-index

    1 publications

    11 citations

  8. Instituto Politécnico de Lisboa

    Lisbon, Portugal

    1 h-index

    3 publications

    117 citations

1–8 of 13

Venues

  1. Structural and Multidisciplinary Optimization

    1 publications · 10 citations

    2

    h-index

  2. AIAA Scitech 2019 Forum

    1 publications · 102 citations

    1

    h-index

  3. Automation in Construction

    1 publications · 39 citations

    1

    h-index

  4. AIAA Scitech 2020 Forum

    1 publications · 81 citations

    1

    h-index

  5. Journal of Mechanical Design

    1 publications · 17 citations

    1

    h-index

1–5