Unifying Modern Approaches in Machine Learning. The proposed research will lead to better algorithms for some important machine learning problems that could lead to better tools for extracting useful knowledge from data such as in bioinformatics and sensor networks; it will strengthen an international collaboration with one of the world's top centres of machine learning research; it will contribute to an open source toolkit of machine learning algorithms which will put Australia on the map as a ....Unifying Modern Approaches in Machine Learning. The proposed research will lead to better algorithms for some important machine learning problems that could lead to better tools for extracting useful knowledge from data such as in bioinformatics and sensor networks; it will strengthen an international collaboration with one of the world's top centres of machine learning research; it will contribute to an open source toolkit of machine learning algorithms which will put Australia on the map as a provider of sophisticated machine learning software; it will provide training opportunities for several PhD students and a postdoc to work with some of the best machine learning researchers in the world.Read moreRead less
Fluorine-labelled proteins for NMR spectroscopy. The technique developed in this project has direct impact on pharmaceutical research: NMR spectroscopy is used routinely to identify chemical compounds that bind to protein targets. This project includes the development of novel assignment techniques of 19F-labelled proteins, so that 19F-NMR can be used to detect specific binding interactions. One of the methods proposed here is designed to reveal structural information about the binding mode in s ....Fluorine-labelled proteins for NMR spectroscopy. The technique developed in this project has direct impact on pharmaceutical research: NMR spectroscopy is used routinely to identify chemical compounds that bind to protein targets. This project includes the development of novel assignment techniques of 19F-labelled proteins, so that 19F-NMR can be used to detect specific binding interactions. One of the methods proposed here is designed to reveal structural information about the binding mode in solution with atomic detail. This knowledge can significantly accelerate drug development. It is otherwise only available from crystal structures that can not always be determined.Read moreRead less
Next Generation Planar Tellurite Waveguides. The project provides the basis for the production of new high technology photonic products in Australia, the availability of at least one new unique facility for future scientific endeavour, and the generation of skillsets new to Australia. New IP will also be developed during the project. A successful outcome could also ultimately result in new products offering, for example, enhanced National Security through the Defence applications, better measure ....Next Generation Planar Tellurite Waveguides. The project provides the basis for the production of new high technology photonic products in Australia, the availability of at least one new unique facility for future scientific endeavour, and the generation of skillsets new to Australia. New IP will also be developed during the project. A successful outcome could also ultimately result in new products offering, for example, enhanced National Security through the Defence applications, better measurements of atmospheric contaminants through the sensing route, and more advanced telecommunications services at lower cost for citizens and businesses, and for lower operating costs for service providers.
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Special Research Initiatives - Grant ID: SR0354623
Funder
Australian Research Council
Funding Amount
$20,000.00
Summary
Network for Australian security technologies integration. The frontline of community safety is security technologies which include sensors to track movements and conversations of suspects; signal processing techniques for extracting information; intelligent search/audit techniques to track financial transactions; analysis techniques for predicting the spread of epidemic; and above all human factors in security operations. The aim of this initiative is to establish a network for "safeguarding Aus ....Network for Australian security technologies integration. The frontline of community safety is security technologies which include sensors to track movements and conversations of suspects; signal processing techniques for extracting information; intelligent search/audit techniques to track financial transactions; analysis techniques for predicting the spread of epidemic; and above all human factors in security operations. The aim of this initiative is to establish a network for "safeguarding Australia". This network, built on the concept of "network of networks", draws on the expertise of researchers and practitioners from diverse fields to provide an integrated approach towards development and use of security technologies for the safety of the community.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0989759
Funder
Australian Research Council
Funding Amount
$360,000.00
Summary
Australian Access to and Operation of Advanced Synchrotron Radiation Facilities at the Photon Factory. The primary national benefit of this application will be continued access by peer review for Australian scientists to the advanced synchrotron-radiation capabilities of the Australian National Beamline Facility and other complementary beamlines at the Photon Factory, Japan. This proposal is consistent with the National Research Priorities of An Environmentally Sustainable Australia, Promoting a ....Australian Access to and Operation of Advanced Synchrotron Radiation Facilities at the Photon Factory. The primary national benefit of this application will be continued access by peer review for Australian scientists to the advanced synchrotron-radiation capabilities of the Australian National Beamline Facility and other complementary beamlines at the Photon Factory, Japan. This proposal is consistent with the National Research Priorities of An Environmentally Sustainable Australia, Promoting and Maintaining Good Health and Frontier Technologies for Building and Transforming Australian Industries and will generate science to support and stimulate domestic industry, enhance the domestic knowledge base and international research profile, train students and future synchrotron scientists and foster domestic and international collaborations.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0775482
Funder
Australian Research Council
Funding Amount
$500,000.00
Summary
Ultratrace element and isotope analysis facility. Analysis of trace concentrations of contaminants in food, water and biota is essential for proper environmental and human health protection, and the ability to analyse different isotopes of nutrients will improve our capability to develop techniques to fortify foods with essential micronutrients. The instrumentation will also assist our understanding of the geological processes, climate and environmental change and the formation and location of m ....Ultratrace element and isotope analysis facility. Analysis of trace concentrations of contaminants in food, water and biota is essential for proper environmental and human health protection, and the ability to analyse different isotopes of nutrients will improve our capability to develop techniques to fortify foods with essential micronutrients. The instrumentation will also assist our understanding of the geological processes, climate and environmental change and the formation and location of mineral deposits having economic potential in Australia. By improving forensic identification techniques, the instrumentation will allow identification and tracking of environmental contamination of the food chain and water supplies, and to identify and track criminal and terrorist activity. Read moreRead less
An evaluation of novel aluminosilicate materials based on modified kaolins for environmental applications. We have shown that simple and inexpensive modification of kaolin produces materials that adsorb large amounts of ammonium (N) and phosphate (P). We intend to evaluate and develop these materials for water treatment, so as to reduce N, P inputs into rivers and wetlands. The materials can then be used as fertilisers. Similarly addition of the materials to sandy soils to reduce leaching losses ....An evaluation of novel aluminosilicate materials based on modified kaolins for environmental applications. We have shown that simple and inexpensive modification of kaolin produces materials that adsorb large amounts of ammonium (N) and phosphate (P). We intend to evaluate and develop these materials for water treatment, so as to reduce N, P inputs into rivers and wetlands. The materials can then be used as fertilisers. Similarly addition of the materials to sandy soils to reduce leaching losses of N, P from fertilisers will be investigated. The major outcome of this research will be effective and inexpensive procedures for reducing eutrophication due to N, P from waste water and fertilisers.Read moreRead less
Discovery Indigenous Researchers Development - Grant ID: DI0989056
Funder
Australian Research Council
Funding Amount
$30,000.00
Summary
Adoption and Effective Use of Information Communication Technologies in Indigenous Communities in Australia. This project on Indigenous use of the internet aims to identify the reasons why Indigenous Australians are 69% less likely to access the Internet than their non-Indigenous counterparts as demonstrated in the last census. This research will assist in innovative policy development including the creation of a culturally-sensitive model to assist Indigenous communities to raise their use of c ....Adoption and Effective Use of Information Communication Technologies in Indigenous Communities in Australia. This project on Indigenous use of the internet aims to identify the reasons why Indigenous Australians are 69% less likely to access the Internet than their non-Indigenous counterparts as demonstrated in the last census. This research will assist in innovative policy development including the creation of a culturally-sensitive model to assist Indigenous communities to raise their use of computers and the internet. Ultimately the aim of the research is to provide mechanisms to engage Indigenous people with current technology to advance health, education and housing outcomes in their communities. Read moreRead less
Fundamentality. Australia is a world leader in metaphysical research. This project aims to strengthen the tradition of Australian metaphysics, by studying fundamentality, or the notion of being fundamental. It revives the classical monistic worldview on which we are interdependent and interrelated fragments of a greater whole. It thus connects the philosophical tradition of Plotinus, Spinoza, and Hegel to the physical picture of the cosmos as a single entangled quantum system, and so promises to ....Fundamentality. Australia is a world leader in metaphysical research. This project aims to strengthen the tradition of Australian metaphysics, by studying fundamentality, or the notion of being fundamental. It revives the classical monistic worldview on which we are interdependent and interrelated fragments of a greater whole. It thus connects the philosophical tradition of Plotinus, Spinoza, and Hegel to the physical picture of the cosmos as a single entangled quantum system, and so promises to deepen our understanding of our place in nature—while strengthening Australian leadership in the field.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0238960
Funder
Australian Research Council
Funding Amount
$940,000.00
Summary
High Performance Semiconductor Micromachining Facility. The purpose of this project is to make available to the Australian semiconductor research community a facility to undertake specialist deposition and etching tasks needed for fabrication of next generation solar cells, microelectronics, optronics, and micro-electromechanical systems. The facility will have the flexibility to allow independent control of major process parameters, allowing development of new fabrication technologies which wi ....High Performance Semiconductor Micromachining Facility. The purpose of this project is to make available to the Australian semiconductor research community a facility to undertake specialist deposition and etching tasks needed for fabrication of next generation solar cells, microelectronics, optronics, and micro-electromechanical systems. The facility will have the flexibility to allow independent control of major process parameters, allowing development of new fabrication technologies which will be generic to a wide range of semiconductor materials. In particular, the facility will be unique in its ability to perform processes at low temperatures, and under conditions that allow optimisation of the deposition and etching processes, without compromising the performance of delicate devices or exceeding the maximum process temperature limitations found in many mainstream semiconductor materials technologies.Read moreRead less