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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Investment Approaches and Applications in Financial Markets: Evolutionary Kernel Based Subset Time-Series Using Semi-Parametric Approaches. The project will develop new investment assessments based on subset time-series modeling. Innovative evolutionary kernel smoothing algorithms using semi-parametric approaches will be introduced. The project will make three important applications of this modeling in financial markets: a) benchmarking and evaluation of inflation-indexed bonds; b) evaluation of ....Investment Approaches and Applications in Financial Markets: Evolutionary Kernel Based Subset Time-Series Using Semi-Parametric Approaches. The project will develop new investment assessments based on subset time-series modeling. Innovative evolutionary kernel smoothing algorithms using semi-parametric approaches will be introduced. The project will make three important applications of this modeling in financial markets: a) benchmarking and evaluation of inflation-indexed bonds; b) evaluation of the performance of global diversified investment funds; and c) prediction to provide early warning of the emergence of destabilising deflation or inflation. These three applications will lead to improved risk management practices and investment performance. Recursive algorithms will provide new statistical methods to study investment asset price movements and market volatility.
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The improvement of climate change investigations by developing and applying innovative evolutionary subset time series modelling using semi-parametric sparse-patterned approaches. With an estimated US$6.98 trillion loss indicated in the Stern review, severe climate change will make world climate conditions harsher and more likely include large natural climate disasters. The health of the Australian economy is critically dependent on decisions of environmental managers. However, most problems of ....The improvement of climate change investigations by developing and applying innovative evolutionary subset time series modelling using semi-parametric sparse-patterned approaches. With an estimated US$6.98 trillion loss indicated in the Stern review, severe climate change will make world climate conditions harsher and more likely include large natural climate disasters. The health of the Australian economy is critically dependent on decisions of environmental managers. However, most problems of complexity arising in climate change involve issues on which we do not possess a deep understanding. This project draws upon a set of inter-disciplinary concepts and models centred in neural networks that enable us to advance our understanding of complexity, leading to superior quantitative tools and models to allow for improved environmental decision-making.
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Investment approaches and opportunities in renewable energy and financial resource markets, using semi-parametric approaches to evolutionary subset time-series lattice-ladder modelling. The project findings will help Australian exporters and importers understand and manage energy and resource price risks more effectively. The investment community will benefit through selecting optimal asset allocations and enhancing value to investors. It will also benefit many other agencies, particularly in th ....Investment approaches and opportunities in renewable energy and financial resource markets, using semi-parametric approaches to evolutionary subset time-series lattice-ladder modelling. The project findings will help Australian exporters and importers understand and manage energy and resource price risks more effectively. The investment community will benefit through selecting optimal asset allocations and enhancing value to investors. It will also benefit many other agencies, particularly in the service industries. It is not well recognised that in developed countries, including Australia, the financial service and related sectors account for more than 60 percent of economic activity and employment, so it is critical that more sophisticated statistical methods be established, and practical applications conducted, in order to advance the understanding of complexity management in the financial service and related sectors.Read moreRead less
The improvement of investment approaches by developing and applying bootstrap methods to innovative evolutionary kernel-based subset time-series modelling. With over $1 trillion of investors' monies in the hands of fund managers, the importance of efficient investment decisions across all industry sectors is self evident. Even if the modest target of systematically improving decision making by 1 or 2 % is set, the aggregate economic benefit achieved, given the compounding effects will be enormou ....The improvement of investment approaches by developing and applying bootstrap methods to innovative evolutionary kernel-based subset time-series modelling. With over $1 trillion of investors' monies in the hands of fund managers, the importance of efficient investment decisions across all industry sectors is self evident. Even if the modest target of systematically improving decision making by 1 or 2 % is set, the aggregate economic benefit achieved, given the compounding effects will be enormous. Any developed or developing country will profit from such advanced decision-making approaches. Therefore it is critical that more sophisticated statistical methods be established, and practical applications conducted, in order to advance the understanding of complexity management in the financial investment and other relevant sectors.Read moreRead less
Mathematical Methods for Next Generation Sequencing. The emergence of a new generation of high throughput genomic sequencing technologies is providing unprecedented opportunities for biological research. Hidden within the huge amounts of data generated by this technology is information about the expression and regulation of genes, and the complex functional purpose of non-coding, so called 'junk', DNA. Development of mathematical and statistical tools is essential to interpreting these data. The ....Mathematical Methods for Next Generation Sequencing. The emergence of a new generation of high throughput genomic sequencing technologies is providing unprecedented opportunities for biological research. Hidden within the huge amounts of data generated by this technology is information about the expression and regulation of genes, and the complex functional purpose of non-coding, so called 'junk', DNA. Development of mathematical and statistical tools is essential to interpreting these data. The proposed research will enhance Australia's reputation for developing novel quantitative techniques at the cutting edge of modern biology. The proposed project has a broad range of potential applications in biotechnology, particularly in the medical and agricultural industries.Read moreRead less
Increasing internet energy and cost efficiency by improving higher-layer protocols. Australians rely heavily on our telecommunications infrastructure due to our geographic dispersion. We are also very susceptible to climate change, given our reliance on agriculture. Information technology is consuming a rapidly increasing fraction of our power and our budget. This research will help to reverse both those trends, by finding novel and practical ways to use our infrastructure more efficiently, and ....Increasing internet energy and cost efficiency by improving higher-layer protocols. Australians rely heavily on our telecommunications infrastructure due to our geographic dispersion. We are also very susceptible to climate change, given our reliance on agriculture. Information technology is consuming a rapidly increasing fraction of our power and our budget. This research will help to reverse both those trends, by finding novel and practical ways to use our infrastructure more efficiently, and to minimise its energy use. This will enable the Australian telecommunications industry to provide better service (including to Australian industries and rural communities) at lower economic and environmental cost. This project will put Australia on the international stage as a leading contributor to energy-efficient internet technology.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0560751
Funder
Australian Research Council
Funding Amount
$432,474.00
Summary
Facility for the Analysis of Biomacromolecular Interactions. A facility for the analysis of biological macromolecules and their interactions with ligand molecules is required to support a large number of research projects in high priority areas including mechanisms of aging, drug development and bio/nanotechnology at three different universities. The instrumentation will (i) afford quantitative measurements of binding affinities between biological and chemical macromolecules, which are available ....Facility for the Analysis of Biomacromolecular Interactions. A facility for the analysis of biological macromolecules and their interactions with ligand molecules is required to support a large number of research projects in high priority areas including mechanisms of aging, drug development and bio/nanotechnology at three different universities. The instrumentation will (i) afford quantitative measurements of binding affinities between biological and chemical macromolecules, which are available only in small quantities, and small, drug related molecules (by microcalorimetry and dual polarization interferometry), and (ii) provide equipment necessary for sample characterization and purification prior to quantitative measurements (CD spectroscopy, and FPLC equipment).Read moreRead less
Theoretical and experimental studies on magnetoelectroelastic bone remodelling process. The project combines biotechnology and material science which will have national economic, social and environment impact. It can benefit industry by providing knowledge that help scientists understand remodeling under coupled fields and is used to develop bone replacement. By better understanding remodeling due to multi-field loading, we can assist scientists in aeronautical industry in developing countermeas ....Theoretical and experimental studies on magnetoelectroelastic bone remodelling process. The project combines biotechnology and material science which will have national economic, social and environment impact. It can benefit industry by providing knowledge that help scientists understand remodeling under coupled fields and is used to develop bone replacement. By better understanding remodeling due to multi-field loading, we can assist scientists in aeronautical industry in developing countermeasures that reduce or eliminate bone loss resulting from long-duration space flight. It can provide knowledge that can be used to explore underlying mechanisms controlling bone remodeling and self-repair in gaining insight into debilitating diseases such as osteoporosis, to develop high-performance prosthetics for medical injury healing.Read moreRead less
New Methods for Structural Biology in Solution. This project aims to expand the range of applications of nuclear magnetic resonance (NMR) spectroscopy in pharmaceutical research, where NMR spectroscopy is already used routinely for the identification of chemical compounds that bind to protein targets. The techniques developed aim at providing rapid and broadly applicable tools for 3D structure determinations of chemical compounds bound to their protein target, identification of protein-protein i ....New Methods for Structural Biology in Solution. This project aims to expand the range of applications of nuclear magnetic resonance (NMR) spectroscopy in pharmaceutical research, where NMR spectroscopy is already used routinely for the identification of chemical compounds that bind to protein targets. The techniques developed aim at providing rapid and broadly applicable tools for 3D structure determinations of chemical compounds bound to their protein target, identification of protein-protein interaction sites and characterization of protein motions. The limits of NMR spectroscopy will be pushed to analyse systems of significantly increased molecular weights. The project includes applications to drug targets such as the dengue virus NS2B/NS3 protease.Read moreRead less