Concepedia

Generative Design Optimization

Generative Design Optimization is a computational design methodology within the field of design optimization that systematically generates and evaluates a wide range of design alternatives through algorithmic processes, distinguished by its integration of generative algorithms, performance simulations, and constraint-driven parametric modeling to autonomously explore and optimize topological and functional configurations.

196

Publications

11.7K

Citations

690

Authors

246

Institutions

Publications per year

2017–2026

168

Variants

Optimization In Generative Design

Parents

Children

Publications

196

Generative Model for the Inverse Design of Metasurfaces

Zhaocheng Liu, Dayu Zhu, Sean P. Rodrigues et al. · Nano Letters · 2018 · 950 citations · Full text

, , +16

Review on design and structural optimisation in additive manufacturing: Towards next-generation lightweight structures

János Plocher, Ajit Panesar · Materials & Design · 2019 · 646 citations · Full text

, , +16

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

1–5 of 196

Authors

690

  1. LC
    Luisa Caldas

    University of California, Berkeley, United States

    4 publications · 106 citations

    4

    h-index

  2. JH
    Juejun Hu

    Massachusetts Institute of Technology, United States

    3 publications · 234 citations

    3

    h-index

  3. SA
    Sensong An

    University of Massachusetts Lowell, United States

    3 publications · 234 citations

    3

    h-index

  4. HZ
    Hualiang Zhang

    University of Massachusetts Lowell, United States

    3 publications · 234 citations

    3

    h-index

  5. CF
    Clayton Fowler

    University of Massachusetts Lowell, United States

    3 publications · 234 citations

    3

    h-index

1–5 of 690

Institutions

246

  1. Georgia Institute of Technology

    Atlanta, United States

    8 h-index

    29 publications

    6.2K citations

  2. Korea Advanced Institute of Science and Technology

    Daejeon, South Korea

    8 h-index

    26 publications

    2.9K citations

  3. University of California, Berkeley

    Berkeley, United States

    7 h-index

    16 publications

    852 citations

  4. Massachusetts Institute of Technology

    Cambridge, United States

    6 h-index

    13 publications

    2K citations

  5. Delft University of Technology

    Delft, The Netherlands

    6 h-index

    12 publications

    557 citations

  6. Zhejiang University

    Hangzhou, China

    5 h-index

    24 publications

    1.1K citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    5 h-index

    26 publications

    738 citations

  8. The University of Texas at Austin

    Austin, United States

    4 h-index

    6 publications

    179 citations

1–8 of 246

Venues

  1. Journal of Mechanical Design

    14 publications · 844 citations

    14

    h-index

  2. Automation in Construction

    6 publications · 202 citations

    6

    h-index

  3. arXiv (Cornell University)

    Repository · 5 publications · 119 citations

    5

    h-index

  4. Energy and Buildings

    5 publications · 258 citations

    5

    h-index

  5. 4

    h-index

1–5