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A Matlab software framework for dynamic model emulation

Tych, Wlodek; Young, Peter C

Description

The paper describes a software framework for implementing the main stages of the Data Based Mechanistic (DBM) modelling approach to the reduced order emulation (meta-modelling) of large dynamic system computer models, within the Matlab software environment. The framework exploits routines in the CAPTAIN Toolbox to identify and estimate transfer function models that reflect the dominant modes of the dynamic behaviour in the large model. This allows for the 'nominal emulation' and validation of...[Show more]

CollectionsANU Research Publications
Date published: 2012
Type: Journal article
URI: http://hdl.handle.net/1885/71999
Source: Environmental Modelling and Software
DOI: 10.1016/j.envsoft.2011.08.008

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