DrSergeiKucherenko

Faculty of Engineering, Department of Chemical Engineering

Research Fellow

Contact

Location

Centre for Process Systems(C505)Roderic Hill BuildingSouth Kensington Campus

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

Lamboni M, Kucherenko S, 2021, Multivariate sensitivity analysis and derivative-based global sensitivity measures with dependent variables, Reliability Engineering & System Safety, Vol:212, ISSN:0951-8320

Song S, Bai Z, Kucherenko S, et al.Song S, Bai Z, Kucherenko S, Wang L, Yang C close, 2021, Quantile sensitivity measures based on subset simulation importance sampling, Reliability Engineering & System Safety, Vol:208, ISSN:0951-8320, Pages:1-13

Razavi S, Jakeman A, Saltelli A, et al.Razavi S, Jakeman A, Saltelli A, Prieur C, Iooss B, Borgonovo E, Plischke E, Lo Piano S, Iwanaga T, Becker W, Tarantola S, Guillaume JHA, Jakeman J, Gupta H, Melillo N, Rabitti G, Chabridon V, Duan Q, Sun X, Smith S, Sheikholeslami R, Hosseini N, Asadzadeh M, Puy A, Kucherenko S, Maier HR close, 2021, The future of sensitivity analysis: An essential discipline for systems modeling and policy support, Environmental Modelling & Software, Vol:137, ISSN:1364-8152, Pages:1-22

Kucherenko S, Giamalakis D, Shah N, et al.Kucherenko S, Giamalakis D, Shah N, García-Muñoz S close, 2020, Computationally efficient identification of probabilistic design spaces through application of metamodeling and adaptive sampling, Computers & Chemical Engineering, Vol:132, ISSN:0098-1354, Pages:1-9

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