Summary
My research interests include finite difference, finite element and variational methods, nonlinear partial differential equations, global optimization problems, MC and QMC methods, advanced Global Senstivity Analysis techniques and stochastic differential equations.
Publications
Journals
Kucherenko S, Song S, Wang L, 2019, Quantile based global sensitivity measures, Reliability Engineering & System Safety, Vol:185, ISSN:0951-8320, Pages:35-48
Kucherenko S, Song S, 2017, Different numerical estimators for main effect global sensitivity indices, Reliability Engineering and System Safety, Vol:165, ISSN:0951-8320, Pages:222-238
Molkenthin C, Scherbaum F, Griewank A, et al., 2017, Derivative-Based Global Sensitivity Analysis: Upper Bounding of Sensitivities in Seismic-Hazard Assessment Using Automatic Differentiation, Bulletin of the Seismological Society of America, Vol:107, ISSN:0037-1106, Pages:984-1004
Conference
Klymenko OV, Kucherenko S, Shah N, 2017, Constrained Global Sensitivity Analysis: Sobol' indices for problems in non-rectangular domains, 27th European Symposium on Computer-Aided Process Engineering (ESCAPE), ELSEVIER SCIENCE BV, Pages:151-156, ISSN:1570-7946