Concepedia

Calibration Under Model Discrepancy

Calibration Under Model Discrepancy is a Bayesian calibration framework that explicitly accounts for systematic differences between computational models and observed data by incorporating a discrepancy term to ensure statistically coherent uncertainty quantification and parameter inference.

26

Publications

1.5K

Citations

80

Authors

54

Institutions

Publications per year

2017–2026

16

Parents

Publications

26

Quantification of Model Uncertainty: Calibration, Model Discrepancy, and Identifiability

Paul D. Arendt, Daniel W. Apley, Wei Chen · Journal of Mechanical Design · 2012 · 325 citations

, , +16

A Discrepancy Model of Psychological Contract Violations

William H. Turnley, Daniel C. Feldman · Human Resource Management Review · 1999 · 230 citations

, , +7

A Frequentist Approach to Computer Model Calibration

Raymond K. W. Wong, Curtis B. Storlie, Thomas C. M. Lee · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2016 · 96 citations · Full text

, , +16

Selection of model discrepancy priors in Bayesian calibration

You Ling, Joshua Mullins, Sankaran Mahadevan · Journal of Computational Physics · 2014 · 94 citations · Full text

, , +12

Comprehensive evaluation of the influence of meta-models on Bayesian calibration

Hyunwoo Lim, Zhiqiang Zhai · Energy and Buildings · 2017 · 85 citations

, , +13

1–5 of 26

Authors

80

  1. CB
    Curtis B. Storlie

    Los Alamos National Laboratory, United States

    2 publications · 149 citations

    2

    h-index

  2. SM
    Sankaran Mahadevan

    Vanderbilt University, United States

    2 publications · 106 citations

    2

    h-index

  3. PG
    Paul Gardner

    University of Sheffield, United Kingdom

    2 publications · 46 citations

    2

    h-index

  4. RJ
    Robert J. Barthorpe

    University of Sheffield, United Kingdom

    2 publications · 46 citations

    2

    h-index

  5. DW
    David Wagg

    University of Bristol, United Kingdom

    1 publications · 15 citations

    1

    h-index

1–5 of 80

Institutions

54

  1. University of Sheffield

    Sheffield, United Kingdom

    3 h-index

    11 publications

    315 citations

  2. University of Colorado Boulder

    Boulder, United States

    2 h-index

    3 publications

    189 citations

  3. The University of Texas at Austin

    Austin, United States

    2 h-index

    3 publications

    82 citations

  4. Vanderbilt University

    Nashville, United States

    2 h-index

    5 publications

    306 citations

  5. Los Alamos National Laboratory

    Los Alamos, United States

    2 h-index

    4 publications

    255 citations

  6. Office of Science

    Washington, United States

    1 h-index

    1 publications

    58 citations

  7. University of Exeter

    Exeter, United Kingdom

    1 h-index

    2 publications

    120 citations

  8. Ural Federal University

    Yekaterinburg, Russia

    1 h-index

    1 publications

    58 citations

1–8 of 54

Venues

  1. 3

    h-index

  2. Journal of Mechanical Design

    2 publications · 337 citations

    2

    h-index

  3. Mechanical Systems and Signal Processing

    MSSP · 2 publications · 46 citations

    2

    h-index

  4. Computational Statistics & Data Analysis

    CSDA · 1 publications · 36 citations

    1

    h-index

  5. Statistica Sinica

    1 publications · 12 citations

    1

    h-index

1–5