Concepedia

Sergei Kucherenko

SK

42

Publications

4.1K

Citations

30

H-Index

1997

Active since

Affiliations

Imperial College London(Current)

Joint Research Centre

Northwestern Polytechnical University

Keldysh Institute of Applied Mathematics

University of Surrey

Sergei Kucherenko is an author at Imperial College London specializing in engineering, uncertainty quantification, and statistics.

Top concepts

EngineeringStatisticsSensitivity AnalysisUncertainty QuantificationNumerical AnalysisSystems EngineeringModeling And SimulationMaterial ScienceComputer ScienceApproximation Theory

Publications per year

1997–2021

42

Publications

42

The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support

Saman Razavi, Anthony J. Jakeman, Andrea Saltelli et al. · Environmental Modelling & Software · 2020 · 546 citations · Full text

Engineering, Machine Learning, Policy Support +22

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

I. M. Sobol, Sergei Kucherenko · Mathematics and Computers in Simulation · 2009 · 422 citations

Global Sensitivity Measures, Engineering, Measurement +7

Estimating the approximation error when fixing unessential factors in global sensitivity analysis

I. M. Sobol, Stefano Tarantola, Debora Gatelli et al. · Reliability Engineering & System Safety · 2006 · 371 citations · Full text

Numerical Analysis, Uncertainty Parameter, Engineering +10

Estimation of global sensitivity indices for models with dependent variables

Sergei Kucherenko, Stefano Tarantola, Paola Annoni · Computer Physics Communications · 2011 · 324 citations

Parameter Estimation, Parameter Identification, Engineering +8

Monte Carlo evaluation of derivative-based global sensitivity measures

Sergei Kucherenko, María Rodriguez-Fernández, C.C. Pantelides et al. · Reliability Engineering & System Safety · 2008 · 280 citations

Engineering, Uncertainty Quantification, Monte Carlo Method +4

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