Concepedia

Generative Design Algorithms

Generative Design Algorithms is a computational methodology within the field of design automation that systematically synthesizes optimal design solutions through iterative simulation-driven processes, distinguished by its integration of performance criteria, material constraints, and morphological evolution to automate the exploration of high-performing topological configurations.

205

Publications

10.5K

Citations

637

Authors

233

Institutions

Publications per year

2017–2026

147

Parents

Publications

205

Deep Generative Design: Integration of Topology Optimization and Generative Models

Sangeun Oh, Yongsu Jung, Seongsin Kim et al. · Journal of Mechanical Design · 2019 · 437 citations · Full text

, , +15

Global Optimization of Dielectric Metasurfaces Using a Physics-Driven Neural Network

Jiaqi Jiang, Jonathan A. Fan · Nano Letters · 2019 · 421 citations · Full text

, , +17

Free-Form Diffractive Metagrating Design Based on Generative Adversarial Networks

Jiaqi Jiang, D. D. Sell, Stephan Hoyer et al. · ACS Nano · 2019 · 383 citations · Full text

, , +15

Computational design in architecture: Defining parametric, generative, and algorithmic design

Inês Caetano, Luís Santos, António Leitão · Frontiers of Architectural Research · 2020 · 375 citations · Full text

, , +9

A generative model for inorganic materials design

Claudio Zeni, Robert Pinsler, Daniel Zügner et al. · Nature · 2025 · 367 citations · Full text

, , +14

1–5 of 205

Authors

637

  1. LC
    Luisa Caldas

    University of California, Berkeley, United States

    6 publications · 376 citations

    6

    h-index

  2. KS
    Kristina Shea

    ETH Zurich, Switzerland

    4 publications · 98 citations

    4

    h-index

  3. CC
    Carolyn Conner Seepersad

    The University of Texas at Austin, United States

    4 publications · 72 citations

    4

    h-index

  4. FA
    Faez Ahmed

    Massachusetts Institute of Technology, United States

    3 publications · 132 citations

    3

    h-index

  5. KY
    Kentaro Yaji

    The University of Osaka, Japan

    3 publications · 132 citations

    3

    h-index

1–5 of 637

Institutions

233

  1. Massachusetts Institute of Technology

    Cambridge, United States

    9 h-index

    15 publications

    694 citations

  2. University of California, Berkeley

    Berkeley, United States

    7 h-index

    16 publications

    1.2K citations

  3. Korea Advanced Institute of Science and Technology

    Daejeon, South Korea

    7 h-index

    20 publications

    2.1K citations

  4. ETH Zurich

    Zurich, Switzerland

    7 h-index

    20 publications

    969 citations

  5. The University of Texas at Austin

    Austin, United States

    6 h-index

    11 publications

    200 citations

  6. University of Lisbon

    Lisbon, Portugal

    6 h-index

    9 publications

    1.2K citations

  7. Tsinghua University

    Beijing, China

    5 h-index

    19 publications

    1.4K citations

  8. Carnegie Mellon University

    Pittsburgh, United States

    4 h-index

    7 publications

    352 citations

1–8 of 233

Venues

  1. Automation in Construction

    15 publications · 970 citations

    13

    h-index

  2. Journal of Mechanical Design

    10 publications · 700 citations

    10

    h-index

  3. ACADIA quarterly

    7 publications · 128 citations

    7

    h-index

  4. International Journal of Architectural Computing

    IJAC · 5 publications · 98 citations

    5

    h-index

  5. Structural and Multidisciplinary Optimization

    4 publications · 195 citations

    4

    h-index

1–5