Concepedia

Simulation Uncertainty

Simulation Uncertainty is a type of uncertainty arising from the inherent approximations, assumptions, and variabilities in computational models and their input parameters during the simulation process, which distinguishes it from other sources of uncertainty by specifically reflecting limitations in the fidelity and repeatability of simulated outcomes within visual analytics contexts.

140

Publications

7.8K

Citations

393

Authors

184

Institutions

Publications per year

2017–2026

34

Parents

Publications

140

Comprehensive Approach to Verification and Validation of CFD Simulations—Part 1: Methodology and Procedures

Fred Stern, Robert V. Wilson, Hugh W. Coleman et al. · Journal of Fluids Engineering · 2001 · 905 citations

, , +15

Stochastic Kriging for Simulation Metamodeling

Bruce E. Ankenman, Barry L. Nelson, Jeremy Staum · Operations Research · 2009 · 670 citations

, , +16

Towards the characterization of streamflow simulation uncertainty through multimodel ensembles

Konstantine P. Georgakakos, Dong-Jun Seo, Hoshin V. Gupta et al. · Journal of Hydrology · 2004 · 367 citations

, , +14

Uncertainty quantification in reacting-flow simulations through non-intrusive spectral projection

Matthew T. Reagan, Habib N. Najm, Roger Ghanem et al. · Combustion and Flame · 2003 · 328 citations

, , +13

Input Distribution Selection for Simulation Experiments: Accounting for Input Uncertainty

Stephen E. Chick · Operations Research · 2001 · 192 citations

, , +16

1–5 of 140

Authors

393

  1. BL
    Barry L. Nelson

    Northwestern University, United States

    10 publications · 1.2K citations

    10

    h-index

  2. BE
    Bruce E. Ankenman

    Northwestern University, United States

    5 publications · 838 citations

    5

    h-index

  3. JS
    Jeremy Staum

    Northwestern University, United States

    4 publications · 847 citations

    4

    h-index

  4. HL
    Henry Lam

    Columbia University, United States

    4 publications · 67 citations

    4

    h-index

  5. WX
    Wei Xie

    Rensselaer Polytechnic Institute, United States

    4 publications · 293 citations

    4

    h-index

1–5 of 393

Institutions

184

  1. Northwestern University

    Evanston, United States

    11 h-index

    25 publications

    3.2K citations

  2. Georgia Institute of Technology

    Atlanta, United States

    6 h-index

    15 publications

    672 citations

  3. Los Alamos National Laboratory

    Los Alamos, United States

    4 h-index

    9 publications

    608 citations

  4. Pennsylvania State University

    State College, United States

    4 h-index

    4 publications

    347 citations

  5. Stanford University

    Stanford, United States

    4 h-index

    5 publications

    158 citations

  6. Columbia University

    New York, United States

    4 h-index

    6 publications

    103 citations

  7. Universidad de Sevilla

    Seville, Spain

    3 h-index

    7 publications

    268 citations

  8. Technical University of Denmark

    Kongens Lyngby, Denmark

    3 h-index

    9 publications

    120 citations

1–8 of 184

Venues

  1. Operations Research

    7 publications · 1.1K citations

    7

    h-index

  2. Journal of Fluids Engineering

    4 publications · 989 citations

    4

    h-index

  3. The Journal of Chemical Physics

    3 publications · 291 citations

    3

    h-index

  4. Water Resources Research

    3 publications · 182 citations

    3

    h-index

  5. Computers & Chemical Engineering

    3 publications · 122 citations

    3

    h-index

1–5