Concepedia

Surrogate Error Estimation

Surrogate Error Estimation is a quantitative method used in surrogate-based optimization to assess the discrepancy between a surrogate model’s predictions and the true response of the underlying system or high-fidelity model, thereby distinguishing it from other surrogate model evaluation techniques by focusing specifically on error quantification for reliability and accuracy improvement.

44

Publications

3.8K

Citations

114

Authors

75

Institutions

Publications per year

2017–2026

17

Parents

Publications

44

Verification of Codes and Calculations

Patrick J. Roache · AIAA Journal · 1998 · 629 citations

, , +17

Hierarchical Kriging Model for Variable-Fidelity Surrogate Modeling

Zhonghua Han, Stefan Görtz · AIAA Journal · 2012 · 465 citations

, , +17

CORRECTION OF LOGISTIC REGRESSION RELATIVE RISK ESTIMATES AND CONFIDENCE INTERVALS FOR MEASUREMENT ERROR: THE CASE OF MULTIPLE COVARIATES MEASURED WITH ERROR

Bernard Rosner, Donna Spiegelman, Walter C. Willett · American Journal of Epidemiology · 1990 · 465 citations

, , +15

Multiple surrogates: how cross-validation errors can help us to obtain the best predictor

Felipe Viana, Raphael T. Haftka, Valder Steffen · Structural and Multidisciplinary Optimization · 2009 · 422 citations

, , +15

A new adaptive sequential sampling method to construct surrogate models for efficient reliability analysis

Ning‐Cong Xiao, Ming J. Zuo, Chengning Zhou · Reliability Engineering & System Safety · 2017 · 312 citations

, , +12

1–5 of 44

Authors

114

  1. RT
    Raphael T. Haftka

    University of Florida, United States

    4 publications · 471 citations

    4

    h-index

  2. AM
    Achille Messac

    Rensselaer Polytechnic Institute, United States

    3 publications · 41 citations

    3

    h-index

  3. SC
    Souma Chowdhury

    University at Buffalo, State University of New York, United States

    3 publications · 41 citations

    3

    h-index

  4. AM
    Ali Mehmani

    Columbia University, United States

    3 publications · 41 citations

    3

    h-index

  5. DS
    Donna Spiegelman

    Harvard University, United States

    2 publications · 532 citations

    2

    h-index

1–5 of 114

Institutions

75

  1. University of Florida

    Gainesville, United States

    4 h-index

    8 publications

    988 citations

  2. Syracuse University

    Syracuse, United States

    3 h-index

    5 publications

    71 citations

  3. Fred Hutch Cancer Center

    Seattle, United States

    3 h-index

    3 publications

    211 citations

  4. The University of Texas at Austin

    Austin, United States

    3 h-index

    5 publications

    216 citations

  5. Mississippi State University

    Starkville, United States

    2 h-index

    4 publications

    54 citations

  6. Northwestern Polytechnical University

    Xi'an, China

    2 h-index

    4 publications

    564 citations

  7. University of Michigan

    Ann Arbor, United States

    2 h-index

    2 publications

    37 citations

  8. Universidade Federal de Uberlândia

    Uberlândia, Brazil

    2 h-index

    4 publications

    476 citations

1–8 of 75

Venues

  1. AIAA Journal

    4 publications · 1.2K citations

    4

    h-index

  2. Structural and Multidisciplinary Optimization

    3 publications · 486 citations

    3

    h-index

  3. Statistics in Medicine

    2 publications · 108 citations

    2

    h-index

  4. Biometrika

    2 publications · 200 citations

    2

    h-index

  5. Reliability Engineering & System Safety

    2 publications · 335 citations

    2

    h-index

1–5