Skip navigation
Skip navigation

State dependent parameter metamodelling and sensitivity analysis

Ratto, Marco; Pagano, Andrea; Young, Peter C


In this paper we propose a general framework to deal with model approximation and analysis. We present a unified procedure which exploits sampling, screening and model approximation techniques in order to optimally fulfill basic requirements in terms of general applicability and flexibility, efficiency of estimation and simplicity of implementation. The sampling procedure applies Sobol' quasi-Monte Carlo sequences, which display optimal characteristics when linked to a screening procedure, such...[Show more]

CollectionsANU Research Publications
Date published: 2007
Type: Journal article
Source: Computer Physics Communications
DOI: 10.1016/j.cpc.2007.07.011


File Description SizeFormat Image
01_Ratto_State_dependent_parameter_2007.pdf534.27 kBAdobe PDF    Request a copy

Items in Open Research are protected by copyright, with all rights reserved, unless otherwise indicated.

Updated:  20 July 2017/ Responsible Officer:  University Librarian/ Page Contact:  Library Systems & Web Coordinator