Concepedia

Uncertainty Metrics

Uncertainty Metrics is a quantitative framework used in scientific visualization to characterize the nature, magnitude, and structure of uncertainty in data and visual representations, distinguishing itself by systematically formalizing how uncertainty is measured, classified, and communicated within visual analysis contexts.

113

Publications

6.3K

Citations

377

Authors

179

Institutions

Publications per year

2017–2026

59

Parents

Publications

113

Uncertainty quantification in scientific machine learning: Methods, metrics, and comparisons

Apostolos F. Psaros, Xuhui Meng, Zongren Zou et al. · Journal of Computational Physics · 2023 · 386 citations · Full text

, , +14

A Next Step: Visualizing Errors and Uncertainty

Chris R. Johnson, Allen R. Sanderson · IEEE Computer Graphics and Applications · 2003 · 278 citations

, , +15

Representing Spatial Uncertainty Using Distances and Kernels

Céline Scheidt, Jef Caers · Mathematical Geosciences · 2008 · 262 citations

, , +12

Noodles: A Tool for Visualization of Numerical Weather Model Ensemble Uncertainty

Jibonananda Sanyal, Song Zhang, Jamie Dyer et al. · IEEE Transactions on Visualization and Computer Graphics · 2010 · 260 citations

, , +14

Uncertainty quantification in particle image velocimetry

Andrea Sciacchitano · Measurement Science and Technology · 2019 · 244 citations · Full text

, , +13

1–5 of 113

Authors

377

  1. HJ
    Heather J. Kulik

    Massachusetts Institute of Technology, United States

    3 publications · 286 citations

    3

    h-index

  2. CD
    Chenru Duan

    Massachusetts Institute of Technology, United States

    3 publications · 286 citations

    3

    h-index

  3. AF
    Apostolos F. Psaros

    Columbia University, United States

    2 publications · 410 citations

    2

    h-index

  4. SB
    Sifeng Bi

    Leibniz University Hannover, Germany

    2 publications · 180 citations

    2

    h-index

  5. HA
    Hamzeh Asgharnezhad

    Deakin University, Australia

    2 publications · 91 citations

    2

    h-index

1–5 of 377

Institutions

179

  1. Massachusetts Institute of Technology

    Cambridge, United States

    5 h-index

    10 publications

    1.4K citations

  2. University of Utah

    Salt Lake City, United States

    4 h-index

    9 publications

    1.3K citations

  3. University of Maryland, College Park

    College Park, United States

    3 h-index

    8 publications

    188 citations

  4. Delft University of Technology

    Delft, The Netherlands

    3 h-index

    4 publications

    292 citations

  5. The Ohio State University

    Columbus, United States

    2 h-index

    2 publications

    116 citations

  6. National University of Singapore

    Singapore, Singapore

    2 h-index

    2 publications

    91 citations

  7. Rutgers, The State University of New Jersey

    New Brunswick, United States

    2 h-index

    5 publications

    88 citations

  8. Friedrich Schiller University Jena

    Jena, Germany

    2 h-index

    6 publications

    330 citations

1–8 of 179

Venues

  1. arXiv (Cornell University)

    Repository · 6 publications · 204 citations

    6

    h-index

  2. Reliability Engineering & System Safety

    4 publications · 312 citations

    4

    h-index

  3. Remote Sensing

    3 publications · 148 citations

    3

    h-index

  4. IEEE Computer Graphics and Applications

    3 publications · 342 citations

    3

    h-index

  5. Measurement Science and Technology

    3 publications · 288 citations

    3

    h-index

1–5