Concepedia

Inverse Design

Inverse Design is a design optimization methodology that, in contrast to conventional forward design approaches, inverts the typical cause-effect relationship by starting with a desired performance, function, or outcome and systematically determining the optimal structure, parameters, or configuration that achieve it.

574

Publications

26.6K

Citations

1.8K

Authors

543

Institutions

Publications per year

2017–2026

303

Parents

Children

Publications

574

Inverse design in nanophotonics

Nature Photonics · 2018 · 1.6K citations · Full text

, , +11

Physics-Informed Neural Networks with Hard Constraints for Inverse Design

SIAM Journal on Scientific Computing · 2021 · 671 citations

, , +17

Probabilistic Representation and Inverse Design of Metamaterials Based on a Deep Generative Model with Semi‐Supervised Learning Strategy

Wei Ma, Feng Cheng, Yihao Xu et al. · Advanced Materials · 2019 · 597 citations

, , +17

Dynamic inversion: an evolving methodology for flight control design

Dale Enns, D. J. Bugajski, RUSS HENDRICK et al. · International Journal of Control · 1994 · 454 citations

, , +17

Deep learning in nano-photonics: inverse design and beyond

Photonics Research · 2021 · 451 citations · Full text

, , +13

1–5 of 574

Authors

1.8K

  1. MZ
    Mehrdad Zangeneh

    University College London, United Kingdom

    11 publications · 385 citations

    11

    h-index

  2. MN
    Mahdi Nili‐Ahmadabadi

    Isfahan University of Technology, Iran

    9 publications · 189 citations

    9

    h-index

  3. MS
    Michael S. Selig

    University of Illinois Urbana-Champaign, United States

    7 publications · 420 citations

    7

    h-index

  4. JR
    John R. Howell

    The University of Texas at Austin, United States

    6 publications · 284 citations

    6

    h-index

  5. QC
    Qingyan Chen

    Purdue University West Lafayette, United States

    6 publications · 243 citations

    6

    h-index

1–5 of 1.8K

Institutions

543

  1. Tsinghua University

    Beijing, China

    14 h-index

    41 publications

    1.8K citations

  2. Massachusetts Institute of Technology

    Cambridge, United States

    14 h-index

    44 publications

    3.1K citations

  3. Stanford University

    Stanford, United States

    14 h-index

    42 publications

    5.7K citations

  4. Georgia Institute of Technology

    Atlanta, United States

    14 h-index

    34 publications

    1.5K citations

  5. Tianjin University

    Tianjin, China

    13 h-index

    34 publications

    1.2K citations

  6. Zhejiang University

    Hangzhou, China

    13 h-index

    57 publications

    2.3K citations

  7. Nanyang Technological University

    Singapore, Singapore

    12 h-index

    21 publications

    993 citations

  8. University College London

    London, United Kingdom

    11 h-index

    14 publications

    458 citations

1–8 of 543

Venues

  1. Optics Express

    18 publications · 729 citations

    16

    h-index

  2. IEEE Transactions on Magnetics

    13 publications · 357 citations

    13

    h-index

  3. AIAA Journal

    13 publications · 895 citations

    13

    h-index

  4. Aerospace Science and Technology

    AST · 14 publications · 459 citations

    12

    h-index

  5. ACS Photonics

    11 publications · 763 citations

    11

    h-index

1–5