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
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
Centre for Ultrahigh-bandwidth Devices for Optical Systems. The Centre, through a ground-breaking research program, will in the next five years invent and develop a set of revolutionary optical devices and will integrate these devices onto a photonic chip, for the use in the next generation of ultra-high bandwidth optical telecommunications systems. These systems will dramatically improve online services to the Australian community in key areas such as health, education and business connectivity ....Centre for Ultrahigh-bandwidth Devices for Optical Systems. The Centre, through a ground-breaking research program, will in the next five years invent and develop a set of revolutionary optical devices and will integrate these devices onto a photonic chip, for the use in the next generation of ultra-high bandwidth optical telecommunications systems. These systems will dramatically improve online services to the Australian community in key areas such as health, education and business connectivity. Australia's high tech industry will benefit from the commercialisation opportunities arising from the Centre's research, and also from the creation of a pool of highly skilled ICT professionals.Read moreRead less
Design and Construction of Novel Thermal Interferometers. This project aims to invent thermal interferometers, which take advantage of the interference effect of thermal waves to display standing temperature interference fringes on a surface of prism. Two coherent thermal waves are input from two other surfaces of the prism in a similar way as an optical interferometer does. By inventing such a device, the project will demonstrate a new instrumentation mechanism which may lead to its applicati ....Design and Construction of Novel Thermal Interferometers. This project aims to invent thermal interferometers, which take advantage of the interference effect of thermal waves to display standing temperature interference fringes on a surface of prism. Two coherent thermal waves are input from two other surfaces of the prism in a similar way as an optical interferometer does. By inventing such a device, the project will demonstrate a new instrumentation mechanism which may lead to its application in medical technology. Furthermore, the principle of temperature localisation due to thermal interference may provide new insights to account for the cause of conformational changes of proteins that result in diseases.Read moreRead less