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
Exploring the Frontiers of Feasible Computation. The project aims to delineate the boundary between feasible and infeasible computational problems. A problem is considered feasible if there is an algorithm to solve it in worst-case time bounded by a polynomial in the input size. This is probably impossible for the important class of NP-complete problems. However, typical examples of NP-complete problems can often be solved in polynomial time, because worst-case problems are rare. The project is ....Exploring the Frontiers of Feasible Computation. The project aims to delineate the boundary between feasible and infeasible computational problems. A problem is considered feasible if there is an algorithm to solve it in worst-case time bounded by a polynomial in the input size. This is probably impossible for the important class of NP-complete problems. However, typical examples of NP-complete problems can often be solved in polynomial time, because worst-case problems are rare. The project is relevant to public-key cryptography, where breaking an encryption scheme should be infeasible, and to many real-life situations where NP-complete problems need to be solved, either exactly or approximately.Read moreRead less
Understanding and Modeling Individual Choices in Applied Economics. The fellowship will create a critical mass of researchers in choice modeling theory and methods in areas that Australia needs to sustain economic progress and plan for the future. It will significantly advance knowledge in several major areas: design of health insurance markets; tests for adverse selection in insurance markets; ability of people to plan for retirement (superannuation choices); ability of people to plan and choos ....Understanding and Modeling Individual Choices in Applied Economics. The fellowship will create a critical mass of researchers in choice modeling theory and methods in areas that Australia needs to sustain economic progress and plan for the future. It will significantly advance knowledge in several major areas: design of health insurance markets; tests for adverse selection in insurance markets; ability of people to plan for retirement (superannuation choices); ability of people to plan and choose in dynamic environments; and decisions to adopt new technologies/products in evolving technology markets. The outcome will be new ways to understand and predict choices that can significantly improve practices in business and other organisations.Read moreRead less
Separation science based on nanoparticle-coated monolithic scaffold stationary phases. The proposed project will generate highly significant, fundamental advances in separation science by developing new stationary phases and separation technologies suitable for the analysis of very complex samples which cannot be addressed by current methods. These technologies will be applied in a wide range of areas of national importance including pre-and post-blast identification of explosives in counter-ter ....Separation science based on nanoparticle-coated monolithic scaffold stationary phases. The proposed project will generate highly significant, fundamental advances in separation science by developing new stationary phases and separation technologies suitable for the analysis of very complex samples which cannot be addressed by current methods. These technologies will be applied in a wide range of areas of national importance including pre-and post-blast identification of explosives in counter-terrorism applications; environmental, clinical, and forensic analysis; energy generation and foods. The project will also lead to very significant new intellectual property having extremely high commercial potential worldwide, and thereby generates the promise of considerable direct financial returns to Australia.Read moreRead less
Advanced analysis, behaviour and design of steel and steel-concrete composite engineering structures subjected to elevated temperatures. This Fellowship aims to develop a consistent advanced nonlinear method for the analysis and behaviour of steel and composite building frames that are subjected to elevated temperatures. There is widespread feeling amongst practitioners that, in the absence of reliable techniques for verifying this behaviour, the regulatory need for fire protection of steel is ....Advanced analysis, behaviour and design of steel and steel-concrete composite engineering structures subjected to elevated temperatures. This Fellowship aims to develop a consistent advanced nonlinear method for the analysis and behaviour of steel and composite building frames that are subjected to elevated temperatures. There is widespread feeling amongst practitioners that, in the absence of reliable techniques for verifying this behaviour, the regulatory need for fire protection of steel is excessive, and the high expense involved in providing this protection is leading structural steel being rejected in engineering design. This growing trend is leading to a potential downturn in structural steel production, which has serious economic and social ramifications on Australian communities whose fabric is centred on this activity.Read moreRead less
Biohumanities: Philosophical, Historical, and Socio-Cultural Studies of Contemporary Bioscience. Improving understanding of the meaning and implications of contemporary bioscience, especially genetics and molecular biology, through bioliterate research in the humanities and social sciences, and conversely through better assimilation of bioscience and its significance by the humanities and social sciences. The research will be conducted in close collaboration with the Australian scientific commun ....Biohumanities: Philosophical, Historical, and Socio-Cultural Studies of Contemporary Bioscience. Improving understanding of the meaning and implications of contemporary bioscience, especially genetics and molecular biology, through bioliterate research in the humanities and social sciences, and conversely through better assimilation of bioscience and its significance by the humanities and social sciences. The research will be conducted in close collaboration with the Australian scientific community and will be disseminated back to the scientific community, to the humanities and to the Australian public. The project will bring to Australia the strengths of the applicant's existing collaborations with leading research centres in this field in the USA, UK and Canada.Read moreRead less
RUSSIA (THE SOVIET UNION) AND AUSTRALIA IN THE 20TH AND 21ST CENTURIES. Revitalize Australian Russian studies by bringing in internationally recognized leadership and cutting-edge projects; making the University of Melbourne's Russian centre not just the southern hemisphere leader in this field but also a significant player worldwide.
Using ancient DNA to understand Australia's past and manage its future. The aim of this program is to establish an ancient DNA research centre for Australia, and use long-term natural records to investigate the genetic responses of animals, plants, and micro-organisms to environmental change. By examining biological processes before, during, and after major changes (eg coral bleaching, salination) the evolution and selective pressures at important genetic loci will be identified, and related to ....Using ancient DNA to understand Australia's past and manage its future. The aim of this program is to establish an ancient DNA research centre for Australia, and use long-term natural records to investigate the genetic responses of animals, plants, and micro-organisms to environmental change. By examining biological processes before, during, and after major changes (eg coral bleaching, salination) the evolution and selective pressures at important genetic loci will be identified, and related to environmental change to enhance effected planning and future management of Australia's ecosystems, biodiversity and tourism. Key records will come from lake-beds, billabongs, coral reefs, rodent nests, megafaunal bones, and ancient human material.Read moreRead less
Deliberative Global Governance. The worldwide movement building deliberative democracy should now address deliberative capacity in whole systems, not just micro innovations such as citizens' juries. This includes global systems such as that addressing climate change; substantial environmental benefits will result. A world populated by more effective democracies - especially in East Asia - is in Australia's national security interest. A century ago, Australia was a world leader in innovations suc ....Deliberative Global Governance. The worldwide movement building deliberative democracy should now address deliberative capacity in whole systems, not just micro innovations such as citizens' juries. This includes global systems such as that addressing climate change; substantial environmental benefits will result. A world populated by more effective democracies - especially in East Asia - is in Australia's national security interest. A century ago, Australia was a world leader in innovations such as the secret ballot and votes for women. Work on deliberative democracy can put Australia back in the forefront of democratic progress, with many associated social, political, and economic benefits.Read moreRead less
Theory for global biodiversity conservation. Australia's biological diversity underpins much of our economic wealth - for example the remarkable diversity of coral reefs fuels a multibillion dollar tourism industry. We will devise methods to make better decisions about where to invest conservation dollars amongst the biodiversity "hotspots" of the world and Australia to deliver environmental sustainability. We will solve the problem of how much of any environmental budget should be spent on mo ....Theory for global biodiversity conservation. Australia's biological diversity underpins much of our economic wealth - for example the remarkable diversity of coral reefs fuels a multibillion dollar tourism industry. We will devise methods to make better decisions about where to invest conservation dollars amongst the biodiversity "hotspots" of the world and Australia to deliver environmental sustainability. We will solve the problem of how much of any environmental budget should be spent on monitoring conservation actions to make better and more cost-effective decisions. We will create new theory and freely available tools for building systems of marine reserves that allow for threats like coral bleaching and hurricanes.Read moreRead less