Concepedia

Robustness Validation

Robustness Validation is a systematic evaluation method that distinguishes itself by assessing the stability and reliability of a process under varying conditions to ensure consistent performance across perturbations, uncertainties, and operational variability.

32

Publications

1.5K

Citations

114

Authors

62

Institutions

Publications per year

2017–2026

18

Parents

Publications

32

Transitioning to Physics-of-Failure as a Reliability Driver in Power Electronics

Huai Wang, Marco Liserre, Frede Blaabjerg et al. · IEEE Journal of Emerging and Selected Topics in Power Electronics · 2013 · 662 citations · Full text

, , +16

SoK: Certified Robustness for Deep Neural Networks

Linyi Li, Tao Xie, Bo Li · 2023 · 109 citations

, , +16

Towards Verifying Robustness of Neural Networks Against A Family of Semantic Perturbations

Jeet Mohapatra, Tsui-Wei Weng, Pin‐Yu Chen et al. · 2020 · 60 citations · Full text

, , +17

Robustness Verification for Machine-Learning-Based Power System Dynamic Security Assessment Models Under Adversarial Examples

Chao Ren, Yan Xu · IEEE Transactions on Control of Network Systems · 2022 · 44 citations

, , +11

Robustness Verification of Classification Deep Neural Networks via Linear Programming

Lin Wang, Zhengfeng Yang, Xin Chen et al. · 2019 · 42 citations

, , +16

1–5 of 32

Authors

114

  1. LD
    Luca Daniel

    Massachusetts Institute of Technology, United States

    2 publications · 73 citations

    2

    h-index

  2. TX
    Tao Xie

    North Carolina State University, United States

    2 publications · 129 citations

    2

    h-index

  3. JM
    Juan M. Bosque‐Sendra

    Universidad de Granada, Spain

    2 publications · 48 citations

    2

    h-index

  4. SL
    Sijia Liu

    Mayo Clinic in Florida, United States

    2 publications · 73 citations

    2

    h-index

  5. LC
    Luis Cuadros-Rodrı́guez

    Universidad de Granada, Spain

    2 publications · 48 citations

    2

    h-index

1–5 of 114

Institutions

62

  1. Shanghai Key Laboratory of Trustworthy Computing

    Shanghai, China

    3 h-index

    8 publications

    280 citations

  2. East China Normal University

    Shanghai, China

    3 h-index

    8 publications

    280 citations

  3. Tongji University

    Shanghai, China

    2 h-index

    2 publications

    56 citations

  4. Universidad de Granada

    Granada, Spain

    2 h-index

    6 publications

    144 citations

  5. Moscow Institute of Thermal Technology

    Moscow, Russia

    1 h-index

    3 publications

    180 citations

  6. University of Liverpool

    Liverpool, United Kingdom

    1 h-index

    1 publications

    18 citations

  7. Nanyang Technological University

    Singapore, Singapore

    1 h-index

    2 publications

    88 citations

  8. Infineon Technologies (Germany)

    Munich, Germany

    1 h-index

    1 publications

    23 citations

1–8 of 62

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 33 citations

    2

    h-index

  2. Batteries

    1 publications · 36 citations

    1

    h-index

  3. Networked Systems Design and Implementation

    Conference · 1 publications · 26 citations

    1

    h-index

  4. Critical Reviews in Analytical Chemistry

    1 publications · 22 citations

    1

    h-index

  5. 1

    h-index

1–5