Concepedia

Robust Surrogate Modeling

Robust Surrogate Modeling is a computational modeling approach that belongs to the class of surrogate modeling techniques, distinguished by its explicit incorporation of uncertainty quantification and robustness criteria to ensure reliable performance predictions under input variability and model approximation errors.

80

Publications

4.3K

Citations

251

Authors

129

Institutions

Publications per year

2017–2026

44

Parents

Publications

80

Hierarchical Kriging Model for Variable-Fidelity Surrogate Modeling

Zhonghua Han, Stefan Görtz · AIAA Journal · 2012 · 465 citations

, , +17

Enablers for robust POD models

Michel Bergmann, Charles‐Henri Bruneau, Angelo Iollo · Journal of Computational Physics · 2008 · 320 citations · Full text

, , +7

Optimisation and robustness for crashworthiness of side impact

Linxia Gu, R. J. Yang, Cheng-Ho Tho et al. · International Journal of Vehicle Design · 2001 · 260 citations

, , +17

A surrogate-model-based method for constrained optimization

Charles Audet, J. Denni, Douglas Moore et al. · 8th Symposium on Multidisciplinary Analysis and Optimization · 2000 · 200 citations

, , +14

Robust modeling method for thermal error of CNC machine tools based on ridge regression algorithm

Hui Liu, En Ming Miao, Xinyuan Wei et al. · International Journal of Machine Tools and Manufacture · 2016 · 175 citations

, , +17

1–5 of 80

Authors

251

  1. TD
    Tom Dhaene

    Ghent University, Belgium

    2 publications · 32 citations

    2

    h-index

  2. XS
    Xueguan Song

    Dalian University of Technology, China

    2 publications · 113 citations

    2

    h-index

  3. PS
    Prashant Singh

    Ghent University, Belgium

    2 publications · 32 citations

    2

    h-index

  4. YC
    Ying Cao

    University of California, Berkeley, United States

    2 publications · 47 citations

    2

    h-index

  5. RC
    Rajib Chowdhury

    Indian Institute of Technology Roorkee, India

    2 publications · 96 citations

    2

    h-index

1–5 of 251

Institutions

129

  1. Dalian University of Technology

    Dalian, China

    4 h-index

    17 publications

    1K citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    5 publications

    1.1K citations

  3. Leibniz University Hannover

    Hanover, Germany

    3 h-index

    6 publications

    110 citations

  4. University of California, Berkeley

    Berkeley, United States

    3 h-index

    7 publications

    182 citations

  5. Petroleum University of Technology

    Tehran, Iran

    3 h-index

    4 publications

    156 citations

  6. Universiti Putra Malaysia

    Seri Kembangan, Malaysia

    2 h-index

    8 publications

    316 citations

  7. Hartford Financial Services (United States)

    Hartford, United States

    2 h-index

    6 publications

    147 citations

  8. University of Virginia

    Charlottesville, United States

    2 h-index

    1 publications

    19 citations

1–8 of 129

Venues

  1. IEEE Transactions on Magnetics

    4 publications · 136 citations

    4

    h-index

  2. AIAA Journal

    3 publications · 510 citations

    3

    h-index

  3. Structural and Multidisciplinary Optimization

    3 publications · 84 citations

    3

    h-index

  4. Journal of Mechanical Design

    3 publications · 251 citations

    3

    h-index

  5. International Journal of Hydrogen Energy

    2 publications · 29 citations

    2

    h-index

1–5