Derivative-based Sensitivity Analysis

Derivative-Based Sensitivity Analysis is a sensitivity analysis method that quantifies the influence of input variables on a model's output by evaluating the partial derivatives of the output function with respect to each input, thereby distinguishing itself from variance- or sampling-based approaches through its reliance on local gradient information.

139

Publications

11.7K

Citations

283

Authors

151

Institutions

Publications per year

2017–2026

Parents

Sensitivity Analysis

Publications

139

Sensitivity Estimates for Nonlinear Mathematical Models

I. M. Sobol · Medical Entomology and Zoology · 1990 · 2.8K citations

Natural Sciences, Mathematics, Dynamical Systems +12

Sensitivity Analysis of Discrete Structural Systems

H. M. Adelman, Raphael T. Haftka · AIAA Journal · 1986 · 500 citations

Engineering, Mechanical Engineering, Systems Engineering +17

Derivative based global sensitivity measures and their link with global sensitivity indices

I. M. Sobol, Sergei Kucherenko · Mathematics and Computers in Simulation · 2009 · 433 citations

Computing, Finance, Derivatives +8

Recent developments in structural sensitivity analysis

R. T. Haftka, H. M. Adelman · Structural and Multidisciplinary Optimization · 1989 · 364 citations

Engineering, Civil Engineering, Structural Analysis +13

A Comparison of Sensitivity Analysis Techniques

D.M. Hamby · Health Physics · 1995 · 320 citations

Medicine, Environmental Engineering, Nuclear Engineering +16

1–5 of 139

Authors

283

SK
Sergei Kucherenko
Imperial College London, United Kingdom
8 publications · 1.1K citations
8
h-index
DG
Dan Gabriel Cacuci
University of South Carolina, United States
5 publications · 220 citations
5
h-index
RT
Raphael T. Haftka
University of Florida, United States
5 publications · 741 citations
5
h-index
JS
Jaroslaw Sobieszczanski‐Sobieski
Langley Research Center, United States
5 publications · 347 citations
5
h-index
ML
Matieyendou Lamboni
University of French Guiana, French Guiana
4 publications · 206 citations
4
h-index

1–5 of 283

Institutions

151

1–8 of 151

Venues

AIAA Journal
12 publications · 1.1K citations
12
h-index
Reliability Engineering & System Safety
6 publications · 526 citations
6
h-index
Mathematics and Computers in Simulation
5 publications · 631 citations
5
h-index
Computers & Chemical Engineering
4 publications · 227 citations
4
h-index
Nuclear Science and Engineering
4 publications · 241 citations
4
h-index

1–5