Concepedia

Robustness Assessment

Robustness Assessment is a systematic evaluation method within simulation-based validation that quantifies the stability and reliability of a model, system, or algorithm under varying conditions, perturbations, or uncertainties to determine its resilience to deviations from nominal assumptions.

393

Publications

19.3K

Citations

1.1K

Authors

450

Institutions

Publications per year

2017–2026

127

Parents

Publications

393

AI2: Safety and Robustness Certification of Neural Networks with Abstract Interpretation

Timon Gehr, Matthew Mirman, Dana Drachsler-Cohen et al. · 2018 · 813 citations · Full text

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Robustness?

James V. Bradley · British Journal of Mathematical and Statistical Psychology · 1978 · 730 citations

, , +9

Guidance for robustness/ruggedness tests in method validation

Yvan Vander Heyden, Arend Nijhuis, J. Smeyers–Verbeke et al. · Journal of Pharmaceutical and Biomedical Analysis · 2001 · 630 citations

, , +9

A Robust Version of the Probability Ratio Test

Peter J. Huber · The Annals of Mathematical Statistics · 1965 · 568 citations · Full text

, , +15

Robustness checks and robustness tests in applied economics

Xun Lu, Halbert White · Journal of Econometrics · 2013 · 402 citations

, , +14

1–5 of 393

Authors

1.1K

  1. RT
    Roberto Tempo

    Politecnico di Torino, Italy

    8 publications · 515 citations

    8

    h-index

  2. BI
    B.A. Izzuddin

    Imperial College London, United Kingdom

    6 publications · 189 citations

    6

    h-index

  3. GF
    G. Ferreres

    Office National d'Études et de Recherches Aérospatiales, France

    6 publications · 133 citations

    6

    h-index

  4. BR
    B. Ross Barmish

    University of Wisconsin–Madison, United States

    5 publications · 335 citations

    5

    h-index

  5. JB
    Jean‐Marc Biannic

    Office National d'Études et de Recherches Aérospatiales, France

    4 publications · 88 citations

    4

    h-index

1–5 of 1.1K

Institutions

450

  1. Politecnico di Torino

    Turin, Italy

    11 h-index

    16 publications

    1.2K citations

  2. Office National d'Études et de Recherches Aérospatiales

    Palaiseau, France

    10 h-index

    20 publications

    353 citations

  3. University of Wisconsin–Madison

    Madison, United States

    9 h-index

    23 publications

    2.8K citations

  4. Delft University of Technology

    Delft, The Netherlands

    8 h-index

    12 publications

    1K citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    8 h-index

    18 publications

    445 citations

  6. Massachusetts Institute of Technology

    Cambridge, United States

    7 h-index

    18 publications

    514 citations

  7. ETH Zurich

    Zurich, Switzerland

    7 h-index

    19 publications

    6K citations

  8. University of Michigan

    Ann Arbor, United States

    6 h-index

    6 publications

    331 citations

1–8 of 450

Venues

  1. IEEE Transactions on Automatic Control

    10 publications · 561 citations

    10

    h-index

  2. Engineering Structures

    9 publications · 367 citations

    9

    h-index

  3. Reliability Engineering & System Safety

    7 publications · 432 citations

    7

    h-index

  4. Systems & Control Letters

    6 publications · 469 citations

    6

    h-index

  5. arXiv (Cornell University)

    Repository · 5 publications · 402 citations

    5

    h-index

1–5