Concepedia

Robust Uncertainty Analysis

Robust Uncertainty Analysis is a systematic methodological framework within measurement science that characterizes uncertainty in the presence of outliers, model misspecification, or non-ideal data conditions by employing statistical techniques resistant to violations of standard assumptions.

153

Publications

22.8K

Citations

484

Authors

267

Institutions

Publications per year

2017–2026

54

Parents

Publications

153

Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information

Emmanuel J. Candès, Justin Romberg, Terence Tao · IEEE Transactions on Information Theory · 2006 · 15.8K citations

, , +16

Quantitative Robust Uncertainty Principles and Optimally Sparse Decompositions

Emmanuel J. Candès, Justin Romberg · Foundations of Computational Mathematics · 2005 · 510 citations

, , +12

Parameter-Dependent LMIs in Robust Analysis: Characterization of Homogeneous Polynomially Parameter-Dependent Solutions Via LMI Relaxations

Ricardo C. L. F. Oliveira, Pedro L. D. Peres · IEEE Transactions on Automatic Control · 2007 · 475 citations

, , +15

Multihazard Scenarios for Analysis of Compound Extreme Events

Mojtaba Sadegh, Hamed Moftakhari, Hoshin V. Gupta et al. · Geophysical Research Letters · 2018 · 269 citations · Full text

, , +16

Efficient Uncertainty Analysis Methods for Multidisciplinary Robust Design

Xiaoping Du · AIAA Journal · 2002 · 199 citations

, , +14

1–5 of 153

Authors

484

  1. LG
    Lei Gao

    Commonwealth Scientific and Industrial Research Organisation, Australia

    3 publications · 165 citations

    3

    h-index

  2. GS
    Gérard Scorletti

    École Centrale de Lyon, France

    3 publications · 40 citations

    3

    h-index

  3. JR
    Justin Romberg

    Georgia Institute of Technology, United States

    3 publications · 16.4K citations

    3

    h-index

  4. EJ
    Emmanuel J. Candès

    Stanford University, United States

    3 publications · 16.4K citations

    3

    h-index

  5. MH
    Michael H. Ramsey

    University of Sussex, United Kingdom

    3 publications · 223 citations

    3

    h-index

1–5 of 484

Institutions

267

  1. University of Michigan

    Ann Arbor, United States

    4 h-index

    7 publications

    181 citations

  2. Universidade Estadual de Campinas (UNICAMP)

    Campinas, Brazil

    3 h-index

    6 publications

    1.1K citations

  3. Commonwealth Scientific and Industrial Research Organisation

    Canberra, Australia

    3 h-index

    5 publications

    289 citations

  4. Tsinghua University

    Beijing, China

    3 h-index

    7 publications

    309 citations

  5. Lawrence Berkeley National Laboratory

    Berkeley, United States

    3 h-index

    7 publications

    205 citations

  6. California Institute of Technology

    Pasadena, United States

    3 h-index

    6 publications

    32.7K citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    7 publications

    177 citations

  8. Iran University of Science and Technology

    Tehran, Iran

    3 h-index

    6 publications

    130 citations

1–8 of 267

Venues

  1. IEEE Transactions on Automatic Control

    5 publications · 541 citations

    5

    h-index

  2. Systems & Control Letters

    4 publications · 139 citations

    4

    h-index

  3. IEEE Transactions on Power Systems

    3 publications · 188 citations

    3

    h-index

  4. AIAA Journal

    3 publications · 410 citations

    3

    h-index

  5. Journal of Sound and Vibration

    JSV · 3 publications · 96 citations

    3

    h-index

1–5