Inverse and related problems in statistics. Modern statistical inverse problems arise in fields from astronomy and biology to engineering and finance. Sometimes the problems involve the analysis of small samples of very high dimensional data, and are central to information aquisition in areas such as genomics and signal analysis. All these topics are of significant national importance, and their solution will bring national and community benefits. In addition, the program to which the proposa ....Inverse and related problems in statistics. Modern statistical inverse problems arise in fields from astronomy and biology to engineering and finance. Sometimes the problems involve the analysis of small samples of very high dimensional data, and are central to information aquisition in areas such as genomics and signal analysis. All these topics are of significant national importance, and their solution will bring national and community benefits. In addition, the program to which the proposal will lead will be used extensively for research training. In Australia, where the demand for research-trained statisticians greatly exceeds supply, this contribution to the nation and the community will be particularly important. Read moreRead less
New and computationally feasible methods of constructing efficient and exact confidence limits from count data. Biological and health science data is commonly in the form of counts. The statistical analysis of such data should be (a) efficient i.e. it should not, in effect, throw away valuable data, (b) exact i.e. it should have precisely known statistical properties and (c) computationally feasible. Kabaila and Lloyd (1997-2001) have proposed and analysed a radically new method of confidence li ....New and computationally feasible methods of constructing efficient and exact confidence limits from count data. Biological and health science data is commonly in the form of counts. The statistical analysis of such data should be (a) efficient i.e. it should not, in effect, throw away valuable data, (b) exact i.e. it should have precisely known statistical properties and (c) computationally feasible. Kabaila and Lloyd (1997-2001) have proposed and analysed a radically new method of confidence limit construction which, for the first time, possesses all of these requirements. The purpose of the project is to establish further theoretical support for the new method, to develop efficient computational algorithms and to write easy-to-use computer programs for its practical use.Read moreRead less
Theory and application of computer-intensive, nonparametric statistical methods. The availability of increasingly powerful computing equipment continues to have a dramatic impact on statistical methods and thinking. These developments, combined with new technologies for generating data, are driving substantial changes in statistics, ranging from the types of problems being solved to the sorts of methods used to solve them. Both the problems and their solutions are of substantial national and c ....Theory and application of computer-intensive, nonparametric statistical methods. The availability of increasingly powerful computing equipment continues to have a dramatic impact on statistical methods and thinking. These developments, combined with new technologies for generating data, are driving substantial changes in statistics, ranging from the types of problems being solved to the sorts of methods used to solve them. Both the problems and their solutions are of substantial national and community benefit. They will be the subject of high-level research supported by this proposal. Read moreRead less
Nonparametric Statistical Methods -- New Directions, Theory and Applications. The research program will take Australia to the forefront of contemporary work in nonparametric statistics, and assist greatly in the training of a new generation of Australian statistical scientists. It will contribute significantly to restoring the health of this strategically important field, in Australian universities and in the nation more generally. The projects outlined in the proposal address problems arising ....Nonparametric Statistical Methods -- New Directions, Theory and Applications. The research program will take Australia to the forefront of contemporary work in nonparametric statistics, and assist greatly in the training of a new generation of Australian statistical scientists. It will contribute significantly to restoring the health of this strategically important field, in Australian universities and in the nation more generally. The projects outlined in the proposal address problems arising in astronomy, economics, engineering, defence, health and image analysis, but the potential areas of impact are broader even than this. This diversity illustrates the extraordinary potential, and strategic significance, of statistics to Australia. Read moreRead less
Computational Nanofluidics. This project will generate an increased level of skill and expertise in Australia in the emerging science of nanotechnology. To realise the promise of nanotechnology, a means of controlled propulsion on the nano scale is vital. A deeper understanding of nanofluidics that allows greater predictive capacities can greatly aid this realisation. It is highly likely that computational nanofluidics will play as important a role in nanotechnology based industries as computat ....Computational Nanofluidics. This project will generate an increased level of skill and expertise in Australia in the emerging science of nanotechnology. To realise the promise of nanotechnology, a means of controlled propulsion on the nano scale is vital. A deeper understanding of nanofluidics that allows greater predictive capacities can greatly aid this realisation. It is highly likely that computational nanofluidics will play as important a role in nanotechnology based industries as computational fluid dynamics (CFD) currently plays in today's manufacturing, automotive and aerospace industries. The skills and knowledge gained from this project will enhance our international competitiveness in this area. Read moreRead less
Accurate quantum modeling of the van der Waals interaction and its application to molecular physisorption onto surfaces. Developing zero emission clean fuel technology for transportation and developing sensitive diagnostic markers for medical diagnosis will clearly benefit Australia. In both cases large technological challenges need to be overcome. This investigation will provide theoretical insight and understanding into the molecular processes which underpin these highly desirable technologies ....Accurate quantum modeling of the van der Waals interaction and its application to molecular physisorption onto surfaces. Developing zero emission clean fuel technology for transportation and developing sensitive diagnostic markers for medical diagnosis will clearly benefit Australia. In both cases large technological challenges need to be overcome. This investigation will provide theoretical insight and understanding into the molecular processes which underpin these highly desirable technologies and aid scientists and engineers in their development. A further, more general, outcome will be an accurate and predictive methodology for investigating nanotechnology problems in any material where molecular physisorption is an important process.Read moreRead less
Fundamental Theoretical Study of Hydrogen Interactions with Novel Nanostructures. While governments around the world are planning to implement a hydrogen-based energy economy in the next several decades, the delivery of practical hydrogen energy technology has proven elusive to date, with major developments required in the production, storage and transport of hydrogen. This research will undertake to provide one key step in the development of safe and efficient hydrogen storage, namely a fundam ....Fundamental Theoretical Study of Hydrogen Interactions with Novel Nanostructures. While governments around the world are planning to implement a hydrogen-based energy economy in the next several decades, the delivery of practical hydrogen energy technology has proven elusive to date, with major developments required in the production, storage and transport of hydrogen. This research will undertake to provide one key step in the development of safe and efficient hydrogen storage, namely a fundamental study delivering basic knowledge of hydrogen interactions with nano-structured materials constructed from inexpensive light metals such as Aluminium.Read moreRead less
Understanding and controlling the processes underlying self assembly of nanostructures on surfaces. Efficient clean fuel technology, new classes of nano- and bio-materials, bio specific drug delivery systems, efficient environmental remediation technologies, advanced catalytic applications, namely every area of technology would benefit from the ability to control self-assembly of matter at the atomic level during fabrication of nanodevices. This proposal seeks to understand the processes driving ....Understanding and controlling the processes underlying self assembly of nanostructures on surfaces. Efficient clean fuel technology, new classes of nano- and bio-materials, bio specific drug delivery systems, efficient environmental remediation technologies, advanced catalytic applications, namely every area of technology would benefit from the ability to control self-assembly of matter at the atomic level during fabrication of nanodevices. This proposal seeks to understand the processes driving self-assembly of nanomaterials and how to control these processes.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0989506
Funder
Australian Research Council
Funding Amount
$500,000.00
Summary
A high performance computing cluster and storage for the INTERSECT Consortium of NSW. The installation of this new supercomputing facility is an important addition to the nation's foundation research infrastructure. Of particular importance to research groups in NSW is the much needed boost in computational research and research training capacity that it will provide, enabling world leading research teams to continue their ground breaking work in an increasingly competitive international enviro ....A high performance computing cluster and storage for the INTERSECT Consortium of NSW. The installation of this new supercomputing facility is an important addition to the nation's foundation research infrastructure. Of particular importance to research groups in NSW is the much needed boost in computational research and research training capacity that it will provide, enabling world leading research teams to continue their ground breaking work in an increasingly competitive international environment. Much of the research to be supported lies in areas of national priority, including frontier technologies and Australian environmental sustainability.Read moreRead less
Protein self-assembly on surfaces, interfaces and nanoparticles. Surfaces such as those presented by an air-liquid interface or air-borne nanoparticles exert significant effects on protein aggregation in biological environments. We will develop a comprehensive theoretical and experimental approach to study the effects of such surfaces on the self assembly of proteins leading to disease causing amyloid fibrils. This will provide a molecular level understanding of protein self-association and a ....Protein self-assembly on surfaces, interfaces and nanoparticles. Surfaces such as those presented by an air-liquid interface or air-borne nanoparticles exert significant effects on protein aggregation in biological environments. We will develop a comprehensive theoretical and experimental approach to study the effects of such surfaces on the self assembly of proteins leading to disease causing amyloid fibrils. This will provide a molecular level understanding of protein self-association and a rational basis for the design of inhibitors to stop protein aggregation. The work will also establish design principles for new nanomaterials via the controlled self assembly of proteins on surfaces.Read moreRead less