Discovery Projects - Grant ID: DP0451960

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DP0451960

Funding Status
Closed

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Funded Activity Summary

High-performance computational data-mining techniques for feature detection in complex time series from large-scale, networked plasma experiments. Terabytes of data are gathered from large experimental facilities as complex time-series. Analysis of these data is daunting, especially when they involve high-dimensional spectral or image arrays. We will develop high-performance computational techniques for dimension reduction, efficient data-mining, and experimental control, using as an initial target the H-1NF plasma fusion MNRF at the ANU and its >100 GB/year data stream. The techniques will immediately provide Australian researchers with unique tools for collaboration in international research to develop fusion as a low-emissions source of electricity, and will be applicable to complex time-series analysis in other areas of science, medicine, and defence.

Funded Activity Details

Start Date: 01-01-2004

End Date: 31-12-2008

Funding Scheme: Discovery Projects

Funding Amount: $195,000.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Signal Processing | Library and Information Studies | Information Storage, Retrieval And Management | Pattern Recognition

ANZSRC Socio-Economic Objective (SEO)

Physical sciences | Scientific instrumentation | Mathematical sciences |

Other Keywords

Information Storage, Retrieval And Management | Library and Information Studies | Mathematical sciences | Pattern Recognition | Physical sciences | Scientific instrumentation | Signal Processing

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