Concepedia

Multi-fidelity Validation

Multi-Fidelity Validation is a simulation-based validation approach that integrates data from models of varying levels of accuracy and computational cost to assess the credibility of a high-fidelity model while optimizing resource expenditure.

15

Publications

445

Citations

55

Authors

23

Institutions

Publications per year

2017–2026

9

Parents

Publications

15

Towards efficient uncertainty quantification in complex and large-scale biomechanical problems based on a Bayesian multi-fidelity scheme

Jonas Biehler, Michael W. Gee, Wolfgang A. Wall · Biomechanics and Modeling in Mechanobiology · 2014 · 103 citations

, , +16

Low-fidelity scale factor improves Bayesian multi-fidelity prediction by reducing bumpiness of discrepancy function

Chanyoung Park, Raphael T. Haftka, Nam Ho Kim · Structural and Multidisciplinary Optimization · 2018 · 47 citations

, , +10

A multi-fidelity framework for the estimation of the turbulent Schmidt number in the simulation of atmospheric dispersion

Riccardo Longo, A. Bellemans, Marco Derudi et al. · Building and Environment · 2020 · 41 citations · Full text

, , +16

Comparison of Multi-Fidelity Approaches for Military Vehicle Design

Philip Beran, Dean E. Bryson, Andrew S. Thelen et al. · AIAA AVIATION 2020 FORUM · 2020 · 38 citations

, , +13

Digital-twin-enabled online wrinkling monitoring of metal tube bending manufacturing: A multi-fidelity approach using forward-convolution-GAN

Zili Wang, Jie Li, Yujun Yuan et al. · Applied Soft Computing · 2024 · 35 citations

, , +13

1–5 of 15

Authors

55

  1. CV
    Charles Villamarin

    Sandia National Laboratories, United States

    2 publications · 44 citations

    2

    h-index

  2. BV
    Brian Van Leeuwen

    Sandia National Laboratories, United States

    2 publications · 44 citations

    2

    h-index

  3. MD
    Matteo Diez

    National Research Council, Italy

    2 publications · 51 citations

    2

    h-index

  4. JE
    John Eldridge

    Sandia National Laboratories, United States

    2 publications · 44 citations

    2

    h-index

  5. VU
    Vincent Urias

    Sandia National Laboratories, United States

    2 publications · 44 citations

    2

    h-index

1–5 of 55

Institutions

23

  1. Sandia National Laboratories

    Albuquerque, United States

    2 h-index

    10 publications

    220 citations

  2. National Research Council

    Rome, Italy

    2 h-index

    6 publications

    128 citations

  3. Politecnico di Milano

    Milan, Italy

    1 h-index

    2 publications

    82 citations

  4. Boeing (Australia)

    Brisbane, Australia

    1 h-index

    1 publications

    10 citations

  5. Zhejiang University

    Hangzhou, China

    1 h-index

    6 publications

    210 citations

  6. Suzhou University of Science and Technology

    Suzhou, China

    1 h-index

    1 publications

    26 citations

  7. The University of Texas at Austin

    Austin, United States

    1 h-index

    1 publications

    41 citations

  8. United Technologies Corporation (Poland)

    Warsaw, Poland

    1 h-index

    3 publications

    30 citations

1–8 of 23

Venues

  1. Computers and Geotechnics

    1 publications · 26 citations

    1

    h-index

  2. AIAA AVIATION 2020 FORUM

    1 publications · 38 citations

    1

    h-index

  3. Applied Soft Computing

    1 publications · 35 citations

    1

    h-index

  4. Structural and Multidisciplinary Optimization

    1 publications · 47 citations

    1

    h-index

  5. arXiv (Cornell University)

    Repository · 1 publications · 12 citations

    1

    h-index

1–5