Sergei S. Kucherenko

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 14

Top Topics

Dependent Variables

Sensitivity Analysis

Top Venues

Reliab. Eng. Syst. Saf.

Comput. Chem. Eng.

Math. Comput. Simul.

Publications

Sergei S. Kucherenko, Oleksiy V. Klymenko, Nilay Shah
Analytical Identification of Design and Multidimensional Spaces Using R-Functions. CoRR (2024)
Sergei S. Kucherenko, Nannapat Sopittakamol, Nilay Shah
Design space identification of a coupled two-stage batch reactor system. Comput. Chem. Eng. 187 (2024)
Sergei S. Kucherenko, Nilay Shah, Oluyemi Zaccheus
Application of Active Subspaces for Model Reduction and Identification of Design Space. LSSC (2023)
Changcong Zhou, Zhuangke Shi, Sergei S. Kucherenko, Haodong Zhao
A unified approach for global sensitivity analysis based on active subspace and Kriging. Reliab. Eng. Syst. Saf. 217 (2022)
Shufang Song, Zhiwei Bai, Sergei S. Kucherenko, Lu Wang, Caiqiong Yang
Quantile sensitivity measures based on subset simulation importance sampling. Reliab. Eng. Syst. Saf. 208 (2021)
Matieyendou Lamboni, Sergei S. Kucherenko
Multivariate sensitivity analysis and derivative-based global sensitivity measures with dependent variables. Reliab. Eng. Syst. Saf. 212 (2021)
Sergei S. Kucherenko, Dimitrios Giamalakis, Nilay Shah, Salvador García Muñoz
Computationally efficient identification of probabilistic design spaces through application of metamodeling and adaptive sampling. Comput. Chem. Eng. 132 (2020)
Emanouil I. Atanassov, Sergei S. Kucherenko, Aneta Karaivanova
Global Sensitivity Analysis of Various Numerical Schemes for the Heston Model. ICCS (7) (2020)
Sergei S. Kucherenko, Shufang Song, Lu Wang
Quantile based global sensitivity measures. Reliab. Eng. Syst. Saf. 185 (2019)
Sabine M. Spiessl, Sergei S. Kucherenko, Dirk-A. Becker, Oluyemi Zaccheus
Higher-order sensitivity analysis of a final repository model with discontinuous behaviour using the RS-HDMR meta-modeling approach. Reliab. Eng. Syst. Saf. 187 (2019)
Shufang Song, Tong Zhou, Lu Wang, Sergei S. Kucherenko, Zhenzhou Lu
Derivative-based new upper bound of Sobol' sensitivity measure. Reliab. Eng. Syst. Saf. 187 (2019)
Sergei S. Kucherenko, Oleksiy V. Klymenko, Nilay Shah
Sobol' indices for problems defined in non-rectangular domains. Reliab. Eng. Syst. Saf. 167 (2017)
Sergei S. Kucherenko, Shufang Song
Different numerical estimators for main effect global sensitivity indices. Reliab. Eng. Syst. Saf. 165 (2017)
Romain S. C. Lambert, Frank Lemke, Sergei S. Kucherenko, Shufang Song, Nilay Shah
Global sensitivity analysis using sparse high dimensional model representations generated by the group method of data handling. Math. Comput. Simul. 128 (2016)
Sergei S. Kucherenko, B. Delpuech, Bertrand Iooss, Stefano Tarantola
Application of the control variate technique to estimation of total sensitivity indices. Reliab. Eng. Syst. Saf. 134 (2015)
Sergei S. Kucherenko, Shufang Song
Derivative-Based Global Sensitivity Measures and Their Link with Sobol' Sensitivity Indices. MCQMC (2014)
Miguel Munoz Zuniga, Sergei S. Kucherenko, Nilay Shah
Metamodelling with independent and dependent inputs. Comput. Phys. Commun. 184 (6) (2013)
Sergei S. Kucherenko, Stefano Tarantola, Paola Annoni
Estimation of global sensitivity indices for models with dependent variables. Comput. Phys. Commun. 183 (4) (2012)
Sergei S. Kucherenko, Balazs Feil, Nilay Shah, Wolfgang Mauntz
The identification of model effective dimensions using global sensitivity analysis. Reliab. Eng. Syst. Saf. 96 (4) (2011)
Ilya M. Sobol, Sergei S. Kucherenko
A new derivative based importance criterion for groups of variables and its link with the global sensitivity indices. Comput. Phys. Commun. 181 (7) (2010)
Sergei S. Kucherenko, Maria Rodriguez-Fernandez, Constantinos C. Pantelides, Nilay Shah
Monte Carlo evaluation of derivative-based global sensitivity measures. Reliab. Eng. Syst. Saf. 94 (7) (2009)
Ilya M. Sobol, Sergei S. Kucherenko
Derivative based global sensitivity measures and their link with global sensitivity indices. Math. Comput. Simul. 79 (10) (2009)
Debora Gatelli, Sergei S. Kucherenko, Marco Ratto, Stefano Tarantola
Calculating first-order sensitivity measures: A benchmark of some recent methodologies. Reliab. Eng. Syst. Saf. 94 (7) (2009)
Ilya M. Sobol, Stefano Tarantola, Debora Gatelli, Sergei S. Kucherenko, Wolfgang Mauntz
Estimating the approximation error when fixing unessential factors in global sensitivity analysis. Reliab. Eng. Syst. Saf. 92 (7) (2007)
Sergei S. Kucherenko, Pietro Belotti, Leo Liberti, Nelson Maculan
New formulations for the Kissing Number Problem. Discret. Appl. Math. 155 (14) (2007)
Sergei S. Kucherenko, Yury Sytsko
Application of Deterministic Low-Discrepancy Sequences in Global Optimization. Comput. Optim. Appl. 30 (3) (2005)
Leo Liberti, Sergei S. Kucherenko
Comparison of deterministic and stochastic approaches to global optimization. Int. Trans. Oper. Res. 12 (3) (2005)
Ilya M. Sobol, Sergei S. Kucherenko
On global sensitivity analysis of quasi-Monte Carlo algorithms. Monte Carlo Methods Appl. 11 (1) (2005)
Wing Yan Hung, Sergei S. Kucherenko, Nouri J. Samsatli, Nilay Shah
A flexible and generic approach to dynamic modelling of supply chains. J. Oper. Res. Soc. 55 (8) (2004)
Leo Liberti, Nelson Maculan, Sergei S. Kucherenko
The Kissing Number Problem: A New Result from Global Optimization. Electron. Notes Discret. Math. 17 (2004)
Leo Liberti, Nelson Maculan, Sergei S. Kucherenko
The Kissing Number Problem: A New Result from Global Optimization. CTW (2004)
Deyin Xu, Ting-Wei Tang, Sergei S. Kucherenko
Time-Dependent Solution of a Full Hydrodynamic Model Including Convective Terms and Viscous Effect. VLSI Design 1998 (1) (1998)