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...

Täydet tiedot

Bibliografiset tiedot

Päätekijät:	Kyriakos Dimitrios Kantarakias, George Papadakis
Aineistotyyppi:	Artigo
Kieli:	Inglês
Julkaistu:	MDPI AG 2020-04-01
Sarja:	Algorithms
Aiheet:	uncertainty quantification chaos generalized polynomial chaos multiple shooting shadowing sensitivity analysis Monte–Carlo
Linkit:	https://www.mdpi.com/1999-4893/13/4/90
Tagit:	Lisää tagi Ei tageja, Lisää ensimmäinen tagi!