Application of Generalized Polynomial Chaos for Quantification of Uncertainties of Time Averages and Their Sensitivities in Chaotic Systems

In this paper, we consider the effect of stochastic uncertainties on non-linear systems with chaotic behavior. More specifically, we quantify the effect of parametric uncertainties to time-averaged quantities and their sensitivities. Sampling methods for Uncertainty Quantification (UQ), such as the...

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Detalhes bibliográficos

Principais autores:	Kyriakos Dimitrios Kantarakias, George Papadakis
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2020-04-01
coleção:	Algorithms
Assuntos:	uncertainty quantification chaos generalized polynomial chaos multiple shooting shadowing sensitivity analysis Monte–Carlo
Acesso em linha:	https://www.mdpi.com/1999-4893/13/4/90
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