About: Competitive comparison of optimal designs of experiments for sampling-based sensitivity analysis

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Attributes	Values
rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
rdfs:seeAlso	http://dx.doi.org/10.1016/j.compstruc.2013.04.009
Description	A widely used strategy to explore the sensitivity of the model to its inputs is based on a finite set of simulations. These are usually performed for a chosen set of points in a parameter space. An estimate of the sensitivity can be then obtained by computing correlations between the model inputs and outputs. The accuracy of the sensitivity prediction depends on a quality of the points distribution in the parameter space, so-called the design of experiments. The aim of the presented paper is to review and compare available criteria determining an optimal design of experiments for sampling-based sensitivity analysis. A widely used strategy to explore the sensitivity of the model to its inputs is based on a finite set of simulations. These are usually performed for a chosen set of points in a parameter space. An estimate of the sensitivity can be then obtained by computing correlations between the model inputs and outputs. The accuracy of the sensitivity prediction depends on a quality of the points distribution in the parameter space, so-called the design of experiments. The aim of the presented paper is to review and compare available criteria determining an optimal design of experiments for sampling-based sensitivity analysis. (en)
Title	Competitive comparison of optimal designs of experiments for sampling-based sensitivity analysis Competitive comparison of optimal designs of experiments for sampling-based sensitivity analysis (en)
skos:prefLabel	Competitive comparison of optimal designs of experiments for sampling-based sensitivity analysis Competitive comparison of optimal designs of experiments for sampling-based sensitivity analysis (en)
skos:notation	RIV/68407700:21110/13:00205411!RIV14-GA0-21110___
http://linked.open...avai/predkladatel	Fakulta stavební
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(GAP105/12/1146), P(GPP105/11/P370)
http://linked.open...iv/cisloPeriodika	August
http://linked.open...vai/riv/dodaniDat	2014
http://linked.open...aciTvurceVysledku	Kučerová, Anna Janouchová, Eliška
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
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	66404
http://linked.open...ai/riv/idVysledku	RIV/68407700:21110/13:00205411
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Design of experiments; Space-filling; Orthogonality; Latin Hypercube Sampling; Sampling-based sensitivity analysis (en)
http://linked.open.../riv/klicoveSlovo	Design of experiments Latin Hypercube Sampling Sampling-based sensitivity analysis Space-filling Orthogonality
http://linked.open...odStatuVydavatele	GB - Spojené království Velké Británie a Severního Irska
http://linked.open...ontrolniKodProRIV	[F77B4F844143]
http://linked.open...i/riv/nazevZdroje	Computers and Structures
http://linked.open...in/vavai/riv/obor	JM
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Methods for paralelization of engineering problems using low-cost technologies Artificial neural networks in multi-scale modelling of transport processes in heterogeneous materials
http://linked.open...UplatneniVysledku	2013
http://linked.open...v/svazekPeriodika	124
http://linked.open...iv/tvurceVysledku	Janouchová, Eliška Kučerová, Anna
http://linked.open...ain/vavai/riv/wos	000320416400006
issn	0045-7949
number of pages	14 (xsd:int)
http://bibframe.org/vocab/doi	10.1016/j.compstruc.2013.04.009
http://localhost/t...ganizacniJednotka	21110

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