Applications of Advanced Computing Techniques

Dr Yifan Zhang1, Mr Peter Fitch2, Dr Peter Thorburn1 1CSIRO, St Lucia, Australia, 2CSIRO, Canberra, Australia   Water quality is an important issue because of its effects on human health and aquatic ecosystems. An understanding of the long term trends...
  • April 24, 2018
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Dr Lesley Wyborn1, Ryan  Fraser2, Dr Tim Rawling3, Dr Carsten Friedrich4, Dr Ben Evans1 1National Computational Infrastructure, Action, Australia, 2CSIRO Mineral Resources, Kensington, Australia, 3AuScope, Melboune, Australia, 4Data 61, Canberra, Australia   For over a decade, AuScope has been delivering...
  • April 24, 2018
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Dr Matthew Whiting1 1Csiro, Epping, Australia   The Australian Square Kilometre Array Pathfinder (ASKAP) is an innovative wide-field, high-data-rate radio-synthesis telescope, that requires high-performance processing pipelines for calibration and imaging. This poster describes these pipelines, their content and implementation at...
  • April 24, 2018
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Dr Matthew Whiting1 1Csiro, Epping, Australia   In this presentation we demonstrate various aspects of the software systems used for the Australian Square Kilometre Array Pathfinder (ASKAP) telescope. This telescope is characterised by very large data rates, by virtue of...
  • April 24, 2018
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Dr Ian Watterson1, Lauren Stevens1, Mark Collier1, Terry O’Kane2 1CSIRO, Aspendale, Australia, 2CSIRO, Hobart, Australia   CSIRO’s new Decadal Forecasting Project aims to investigate climate predictability and deliver multi-year climate forecasts for Australia. A prototype Climate Analysis and Forecast Ensemble...
  • April 24, 2018
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Dr Marcus Thatcher1 1CSIRO Oceans And Atmosphere, Aspendale, Australia   Regional climate models are required to simulate atmospheric processes at spatial resolutions of kilometres and temporal resolutions of less than a minute for time periods of 100+ years.  Consequently, such...
  • April 24, 2018
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Dr Yuri Shendryk1, Yannik Rist1, Dr Catherine Ticehurst2, Dr Peter Thorburn1 1CSIRO, Brisbane, Australia, 2CSIRO, Canberra, Australia   Motivated by the increasing availability of high-resolution satellite imagery, we developed deep learning models able to efficiently and accurately classify the atmospheric...
  • April 24, 2018
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Dr Manolo Per1, Dr Deidre Cleland1 1Data61 CSIRO, Docklands, Australia   Accurate prediction of the quantum-scale properties of materials and chemical processes requires a significant amount of computational resources. The methods commonly used need large amounts of memory and fast...
  • April 24, 2018
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Dr Nugzar Margvelashvili1, Dr John  Andrewartha1, Dr Mark Baird1, Dr Mike  Herzfeld1, Dr Jonathan  Hodge2, Dr Emlyn  Jones1, Dr Mathieu  Mongin1, Dr Farhan  Rizwi1, Dr Barbara   Robson3,4, Dr Jenny  Skerratt1, Dr Karen  Wild-Allen1, Dr Monika  Wozniak1 1CSIRO Oceans and Atmosphere,...
  • April 24, 2018
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Damien Watkins1 1CSIRO, Clayton, Australia   Workspace is a cross-platform, domain agnostic scientific workflow and application development platform. Developed by CSIRO and in use for over 10 years, Workspace aims to shorten the path from research to impact. Workspace is...
  • April 24, 2018
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