Concepedia

Surrogate-based Sensitivity Analysis

Surrogate-Based Sensitivity Analysis is a systematic method for quantifying the influence of input variables on the output of a computational model by leveraging a surrogate model to approximate the model's behavior and efficiently compute sensitivity indices.

87

Publications

3.7K

Citations

231

Authors

125

Institutions

Publications per year

2017–2026

39

Parents

Publications

87

Using sensitivity analysis and visualization techniques to open black box data mining models

Paulo Cortez, Mark J. Embrechts · Information Sciences · 2012 · 444 citations · Full text

, , +16

A Tutorial on Latin Hypercube Design of Experiments

Felipe Viana · Quality and Reliability Engineering International · 2015 · 244 citations

, , +11

A COMPARISON OF UNCERTAINTY AND SENSITIVITY ANALYSIS TECHNIQUES FOR COMPUTER MODELS

Ronald L. Iman, J.C. Helton · 1985 · 182 citations

, , +14

Surrogate-assisted global sensitivity analysis: an overview

Kai Cheng, Zhenzhou Lü, Chunyan Ling et al. · Structural and Multidisciplinary Optimization · 2020 · 154 citations

, , +10

Surrogate Modeling for Uncertainty Assessment with Application to Aviation Environmental System Models

Douglas Allaire, Karen Willcox · AIAA Journal · 2010 · 88 citations · Full text

, , +17

1–5 of 87

Authors

231

  1. MI
    Marianthi Ierapetritou

    Rutgers, The State University of New Jersey, United States

    4 publications · 174 citations

    4

    h-index

  2. TE
    Thore Egeland

    University of Oslo, Norway

    2 publications · 73 citations

    2

    h-index

  3. DS
    Davood Shahsavani

    University of Shahrood, Iran

    2 publications · 75 citations

    2

    h-index

  4. PS
    Pengjian Shang

    Beijing Jiaotong University, China

    2 publications · 61 citations

    2

    h-index

  5. AR
    Amanda Rogers

    Rutgers, The State University of New Jersey, United States

    2 publications · 124 citations

    2

    h-index

1–5 of 231

Institutions

125

  1. Rutgers, The State University of New Jersey

    New Brunswick, United States

    4 h-index

    7 publications

    323 citations

  2. Ghent University

    Ghent, Belgium

    3 h-index

    10 publications

    302 citations

  3. University of Illinois Urbana-Champaign

    Urbana, United States

    3 h-index

    7 publications

    244 citations

  4. Commissariat à l'Énergie Atomique et aux Énergies Alternatives

    Paris, France

    3 h-index

    10 publications

    291 citations

  5. University of Shahrood

    Shahrud, Iran

    2 h-index

    2 publications

    75 citations

  6. Beijing Jiaotong University

    Beijing, China

    2 h-index

    5 publications

    145 citations

  7. CEA Cadarache

    Saint-Paul-lès-Durance, France

    2 h-index

    6 publications

    207 citations

  8. ETH Zurich

    Zurich, Switzerland

    2 h-index

    2 publications

    98 citations

1–8 of 125

Venues

  1. Reliability Engineering & System Safety

    5 publications · 160 citations

    6

    h-index

  2. Applied Mathematical Modelling

    2 publications · 66 citations

    3

    h-index

  3. Chemical Engineering Science

    2 publications · 124 citations

    2

    h-index

  4. AIAA Journal

    2 publications · 125 citations

    2

    h-index

  5. 2

    h-index

1–5