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Datamining Applications in Plasma Physics

Blackwell, Boyd; Pretty, David; Haskey, Shaun

Description

Techniques for analysis of quasi coherent multi-channel time series data are explained, with examples from mode and profile analysis in plasma physics, using the open source pyfusion python library and the statistics package R. Spectral and coherence analysis are discussed in relation to pre-processing the raw data, and an application of singular value decomposition is described which assists in extracting the important information from these big data sets, which may be 1- 10’s of gigabytes per...[Show more]

CollectionsANU Research Publications
Date published: 2016
Type: Journal article
URI: http://hdl.handle.net/1885/152788
Source: Journal of Plasma and Fusion Research
Access Rights: Open Access

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