Concepedia

Generative Design Simulation

Generative Design Simulation is a computational design method that autonomously explores and optimizes a vast solution space through iterative simulation-driven feedback loops, distinguishing itself by integrating generative algorithms with physics-based or performance-based simulation to synthesize high-performing design alternatives according to defined constraints and objectives.

36

Publications

1.6K

Citations

124

Authors

53

Institutions

Publications per year

2017–2026

30

Parents

Publications

36

Integrating deep learning into CAD/CAE system: generative design and evaluation of 3D conceptual wheel

Soyoung Yoo, Sung‐Hee Lee, Seongsin Kim et al. · Structural and Multidisciplinary Optimization · 2021 · 166 citations

, , +7

3D Design Using Generative Adversarial Networks and Physics-Based Validation

Dule Shu, James Cunningham, Gary Stump et al. · Journal of Mechanical Design · 2019 · 110 citations · Full text

, , +13

Physics guided deep learning for generative design of crystal materials with symmetry constraints

Yong Zhao, Edirisuriya M. Dilanga Siriwardane, Zhenyao Wu et al. · npj Computational Materials · 2023 · 105 citations · Full text

, , +17

Fresh Press Modeler: A generative system for physically based low fidelity prototyping

Lujie Chen, Lawrence Sass · Computers & Graphics · 2015 · 104 citations

, , +16

Generative design of de novo proteins based on secondary-structure constraints using an attention-based diffusion model

Bo Ni, David L. Kaplan, Markus J. Buehler · Chem · 2023 · 88 citations · Full text

, , +14

1–5 of 36

Authors

124

  1. YW
    Yingqi Wang

    Chinese Academy of Sciences, China

    2 publications · 111 citations

    2

    h-index

  2. CS
    Conrad S. Tucker

    Pennsylvania State University, United States

    2 publications · 121 citations

    2

    h-index

  3. MY
    Mijia Yang

    North Dakota State University, United States

    2 publications · 111 citations

    2

    h-index

  4. TW
    Timothy W. Simpson

    Pennsylvania State University, United States

    2 publications · 121 citations

    2

    h-index

  5. MA
    Michael A. Yukish

    Pennsylvania State University, United States

    2 publications · 121 citations

    2

    h-index

1–5 of 124

Institutions

53

  1. Massachusetts Institute of Technology

    Cambridge, United States

    4 h-index

    7 publications

    386 citations

  2. North Dakota State University

    Fargo, United States

    2 h-index

    2 publications

    111 citations

  3. Pennsylvania State University

    State College, United States

    2 h-index

    10 publications

    506 citations

  4. Henan University

    Kaifeng, China

    2 h-index

    6 publications

    368 citations

  5. University of Twente

    Enschede, The Netherlands

    1 h-index

    3 publications

    78 citations

  6. Hyundai Motors (South Korea)

    Seongnam-si, South Korea

    1 h-index

    2 publications

    332 citations

  7. IMT Atlantique

    Nantes, France

    1 h-index

    2 publications

    162 citations

  8. Flanders Make (Belgium)

    Lommel, Belgium

    1 h-index

    1 publications

    81 citations

1–8 of 53

Venues

  1. Automation in Construction

    3 publications · 114 citations

    3

    h-index

  2. International Journal of Production Research

    2 publications · 94 citations

    2

    h-index

  3. Applied Sciences

    2 publications · 111 citations

    2

    h-index

  4. Journal of Mechanical Design

    2 publications · 125 citations

    2

    h-index

  5. 2

    h-index

1–5