About: Polynomial chaos-based methods for uncertainty quantification and reliability analysis

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	In this contribution we concentrate on the SFEM based on polynomial chaos expasion (PCE) used for approximation of the model response in the stochastic space. Fast evaluation of the PCE can be then used within Monte Carlo (MC) or Markov chain Monte Carlo (MCMC) sampling so as to quantify the uncertainty in model output, to compute the structural reliability or to update the uncertainty in model inputs based on experimental data. In this contribution we concentrate on the SFEM based on polynomial chaos expasion (PCE) used for approximation of the model response in the stochastic space. Fast evaluation of the PCE can be then used within Monte Carlo (MC) or Markov chain Monte Carlo (MCMC) sampling so as to quantify the uncertainty in model output, to compute the structural reliability or to update the uncertainty in model inputs based on experimental data. (en)
Title	Polynomial chaos-based methods for uncertainty quantification and reliability analysis Polynomial chaos-based methods for uncertainty quantification and reliability analysis (en)
skos:prefLabel	Polynomial chaos-based methods for uncertainty quantification and reliability analysis Polynomial chaos-based methods for uncertainty quantification and reliability analysis (en)
skos:notation	RIV/68407700:21110/13:00209415!RIV14-GA0-21110___
http://linked.open...avai/predkladatel	Fakulta stavební
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(GA13-24027S), P(GAP105/11/0411), P(GAP105/12/1146)
http://linked.open...vai/riv/dodaniDat	2014
http://linked.open...aciTvurceVysledku	Kučerová, Anna Janouchová, Eliška Sýkora, Jan
http://linked.open.../riv/druhVysledku	O - Ostatní výsledky nezařaditelné do žádného z výše uvedených druhů výsledku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	České vysoké učení technické v Praze / Fakulta stavební
http://linked.open...dnocenehoVysledku	97107
http://linked.open...ai/riv/idVysledku	RIV/68407700:21110/13:00209415
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	uncertainty quantification; stochastic finite elements; polynomial chaos; stochastic Galerkin; stochastic collocation (en)
http://linked.open.../riv/klicoveSlovo	polynomial chaos stochastic Galerkin stochastic finite elements uncertainty quantification stochastic collocation
http://linked.open...ontrolniKodProRIV	[358F4BC65E9C]
http://linked.open...in/vavai/riv/obor	JM
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...vavai/riv/projekt	Wang Tiling Compressions of Real World Material Systems Methods for paralelization of engineering problems using low-cost technologies Computational and theoretical techniques for non-linear material models with uncertain parameters
http://linked.open...UplatneniVysledku	2013
http://linked.open...iv/tvurceVysledku	Janouchová, Eliška Kučerová, Anna Sýkora, Jan
http://localhost/t...ganizacniJednotka	21110

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