Concepedia

Sensitivity Analysis For Surrogates

Sensitivity Analysis for Surrogates is a systematic methodological framework within surrogate modeling that quantifies the influence of individual input variables or parameters on the output variability of a surrogate model, thereby distinguishing itself from general sensitivity analysis by specifically addressing the uncertainties and approximations inherent in surrogate-based predictions.

45

Publications

1.7K

Citations

152

Authors

97

Institutions

Publications per year

2017–2026

22

Parents

Publications

45

Global sensitivity analysis-enhanced surrogate (GSAS) modeling for reliability analysis

Zhen Hu, Sankaran Mahadevan · Structural and Multidisciplinary Optimization · 2015 · 179 citations

, , +13

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

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

, , +17

Surrogate-assisted robust design optimization and global sensitivity analysis of a directly coupled photovoltaic-electrolyzer system under techno-economic uncertainty

Diederik Coppitters, Ward De Paepe, Francesco Contino · Applied Energy · 2019 · 72 citations · Full text

, , +17

A Taylor Expansion‐Based Adaptive Design Strategy for Global Surrogate Modeling With Applications in Groundwater Modeling

Shaoxing Mo, Dan Lu, Xiaoqing Shi et al. · Water Resources Research · 2017 · 70 citations · Full text

, , +15

‘One Size Does Not Fit All’: A Roadmap of Purpose-Driven Mixed-Method Pathways for Sensitivity Analysis of Agent-Based Models

Arika Ligmann-Zielińska, Peer‐Olaf Siebers, Nicholas R. Magliocca et al. · Journal of Artificial Societies and Social Simulation · 2020 · 67 citations · Full text

, , +15

1–5 of 45

Authors

152

  1. AM
    Amandine Marrel

    Commissariat à l'Énergie Atomique et aux Énergies Alternatives, France

    2 publications · 69 citations

    2

    h-index

  2. DS
    Davood Shahsavani

    University of Shahrood, Iran

    2 publications · 75 citations

    2

    h-index

  3. XY
    Xinyue Ye

    Kent State University, United States

    1 publications · 67 citations

    1

    h-index

  4. ZZ
    Zhiyuan Zheng

    Beijing Normal University, China

    1 publications · 32 citations

    1

    h-index

  5. AM
    Ali Mehmani

    Columbia University, United States

    1 publications · 50 citations

    1

    h-index

1–5 of 152

Institutions

97

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

    Paris, France

    2 h-index

    6 publications

    207 citations

  2. Direction des Energies

    Gif-sur-Yvette, France

    2 h-index

    6 publications

    207 citations

  3. University of Shahrood

    Shahrud, Iran

    2 h-index

    2 publications

    75 citations

  4. University of Florida

    Gainesville, United States

    2 h-index

    4 publications

    241 citations

  5. Rutgers, The State University of New Jersey

    New Brunswick, United States

    2 h-index

    2 publications

    118 citations

  6. CEA Cadarache

    Saint-Paul-lès-Durance, France

    2 h-index

    6 publications

    207 citations

  7. Centrum Wiskunde & Informatica

    Amsterdam, The Netherlands

    1 h-index

    2 publications

    54 citations

  8. Tsinghua University

    Beijing, China

    1 h-index

    3 publications

    66 citations

1–8 of 97

Venues

  1. Reliability Engineering & System Safety

    7 publications · 232 citations

    7

    h-index

  2. Structural and Multidisciplinary Optimization

    2 publications · 229 citations

    2

    h-index

  3. Applied Mathematical Modelling

    2 publications · 66 citations

    2

    h-index

  4. Combustion and Flame

    2 publications · 33 citations

    2

    h-index

  5. Journal of Computational Physics

    1 publications · 36 citations

    1

    h-index

1–5