Concepedia

Uncertainty Decomposition

Uncertainty Decomposition is a systematic method within uncertainty analysis that partitions overall uncertainty in a model's output into distinct, interpretable components attributable to specific sources such as model structure, parameters, or input data.

92

Publications

4.4K

Citations

254

Authors

124

Institutions

Publications per year

2017–2026

43

Parents

Publications

92

Understanding predictive uncertainty in hydrologic modeling: The challenge of identifying input and structural errors

Benjamin Renard, Dmitri Kavetski, G. Kuczera et al. · Water Resources Research · 2010 · 940 citations · Full text

, , +16

Quantitative Robust Uncertainty Principles and Optimally Sparse Decompositions

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

, , +12

A Framework to Quantify the Uncertainty Contribution of GCMs Over Multiple Sources in Hydrological Impacts of Climate Change

Huimin Wang, Jie Chen, Chong‐Yu Xu et al. · Earth s Future · 2020 · 162 citations · Full text

, , +16

A Guide to Uncertainty Analysis of Hot-Wire Data

Savas Yavuzkurt · Journal of Fluids Engineering · 1984 · 153 citations

, , +15

D-decomposition technique state-of-the-art

Elena Gryazina, B. T. Polyak, Andrey Tremba · Automation and Remote Control · 2008 · 103 citations

, , +17

1–5 of 92

Authors

254

  1. KW
    Karen Willcox

    Massachusetts Institute of Technology, United States

    3 publications · 79 citations

    3

    h-index

  2. DA
    Douglas Allaire

    Texas A&M University, United States

    2 publications · 53 citations

    2

    h-index

  3. HY
    Hui Yin

    Hunan University, China

    2 publications · 30 citations

    2

    h-index

  4. PC
    Pong C. Yuen

    Hong Kong Baptist University, Hong Kong SAR China

    2 publications · 72 citations

    2

    h-index

  5. BY
    Baoyao Yang

    Hong Kong Baptist University, Hong Kong SAR China

    2 publications · 72 citations

    2

    h-index

1–5 of 254

Institutions

124

  1. Massachusetts Institute of Technology

    Cambridge, United States

    4 h-index

    9 publications

    290 citations

  2. Tsinghua University

    Beijing, China

    4 h-index

    15 publications

    569 citations

  3. Pennsylvania State University

    State College, United States

    2 h-index

    2 publications

    221 citations

  4. Sandia National Laboratories California

    Livermore, United States

    2 h-index

    4 publications

    142 citations

  5. Oregon State University

    Corvallis, United States

    2 h-index

    2 publications

    26 citations

  6. Nanjing University of Aeronautics and Astronautics

    Nanjing, China

    2 h-index

    6 publications

    351 citations

  7. Akita Prefectural University

    Akita, Japan

    2 h-index

    3 publications

    140 citations

  8. Carleton University

    Ottawa, Canada

    2 h-index

    3 publications

    104 citations

1–8 of 124

Venues

  1. 6

    h-index

  2. arXiv (Cornell University)

    Repository · 4 publications · 117 citations

    4

    h-index

  3. Fuzzy Sets and Systems

    3 publications · 73 citations

    3

    h-index

  4. Water Resources Research

    2 publications · 954 citations

    2

    h-index

  5. 2

    h-index

1–5