Rare isotopes as tracers of prosthesis debris. The incidence of knee replacement surgery in Australia is 30,000 per year. Limited by wear debris, the lifespan of knee implants is only 10-15 years and can be much shorter. Due to increasing life expectancy, many patients need several surgical procedures. As a multi-disciplinary team of materials-, isotope-tracing- and medical-experts, we aim to understand and monitor wear debris in prostheses. Knee replacement surgery alone imposes a high burden o ....Rare isotopes as tracers of prosthesis debris. The incidence of knee replacement surgery in Australia is 30,000 per year. Limited by wear debris, the lifespan of knee implants is only 10-15 years and can be much shorter. Due to increasing life expectancy, many patients need several surgical procedures. As a multi-disciplinary team of materials-, isotope-tracing- and medical-experts, we aim to understand and monitor wear debris in prostheses. Knee replacement surgery alone imposes a high burden of annually half a billion dollars on the Australian health budget. Controlling and reducing wear debris in prosthesis joints would reduce these costs and improve patients' quality of life.Read moreRead less
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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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
Formally-Based Security Evaluation Procedures. Guaranteeing information security is of critical national importance, especially in the current political climate. Devices intended to safeguard Australia's electronic communications must be proven secure using leading-edge techniques. Currently, evaluation of such devices relies on informal procedures and the experience of individuals. This project will introduce more rigour into security evaluations by adapting techniques from the fields of saf ....Formally-Based Security Evaluation Procedures. Guaranteeing information security is of critical national importance, especially in the current political climate. Devices intended to safeguard Australia's electronic communications must be proven secure using leading-edge techniques. Currently, evaluation of such devices relies on informal procedures and the experience of individuals. This project will introduce more rigour into security evaluations by adapting techniques from the fields of safety analysis and formal methods. In particular, mathematical concepts will be introduced using notations suitable for use by security personnel with no prior formal methods experience. The outcomes of this project will enable more efficient and effective information security evaluations.Read moreRead less
Regulation of large artery stiffness by endothelium-derived mediators and effects on the arterial pressure waveform. Stiffening of arteries is an important cardiovascular risk factor and increases with age, high blood pressure, high cholesterol and diabetes. Cells that line the blood vessels (endothelial cells), become damaged and this reduces the available amount of a dilator substance, nitric oxide, and increases the activity of a constrictor substance, endothelin-1. We have shown that nitric ....Regulation of large artery stiffness by endothelium-derived mediators and effects on the arterial pressure waveform. Stiffening of arteries is an important cardiovascular risk factor and increases with age, high blood pressure, high cholesterol and diabetes. Cells that line the blood vessels (endothelial cells), become damaged and this reduces the available amount of a dilator substance, nitric oxide, and increases the activity of a constrictor substance, endothelin-1. We have shown that nitric oxide regulates large artery stiffness and we believe that other endothelial mediators are also important regulators. Therefore, we aim to explore this in a series of studies. Regulation of stiffness of large arteries will improve treatment of age-related cardiovascular disease (eg isolated systolic hypertension)Read moreRead less
Multipurpose separation platforms for protein purification. Over the next decades, many new therapies and products will be needed to enhance the quality of human life. Biopharmaceuticals and other protein-based products will thus be increasingly in demand. This will require significant improvements in biotechnological procedures, particularly sophisticated purification technologies. Through the development of a novel technology, this project is anticipated to significantly contribute to these so ....Multipurpose separation platforms for protein purification. Over the next decades, many new therapies and products will be needed to enhance the quality of human life. Biopharmaceuticals and other protein-based products will thus be increasingly in demand. This will require significant improvements in biotechnological procedures, particularly sophisticated purification technologies. Through the development of a novel technology, this project is anticipated to significantly contribute to these societal needs and provide a new way to purify these important molecules. National and community benefits will accrue from this scientific innovation and from its application, which is expected to provide more efficient manufacturing opportunities for key biotechnology industries.Read moreRead less
Novel Technologies for the Purification of Recombinant Proteins. Availability of enabling technologies for the large-scale purification of recombinant proteins is an essential requirement of the biotechnology industry. This project aims to integrate two concepts in molecular biorecognition. New modalities of immobilised metal ion affinity chromatography will be linked with the selection of new types of peptide affinity handles that can be inserted by genetic engineering methods into proteins pro ....Novel Technologies for the Purification of Recombinant Proteins. Availability of enabling technologies for the large-scale purification of recombinant proteins is an essential requirement of the biotechnology industry. This project aims to integrate two concepts in molecular biorecognition. New modalities of immobilised metal ion affinity chromatography will be linked with the selection of new types of peptide affinity handles that can be inserted by genetic engineering methods into proteins produced by biotechnological procedures. The approach followed then allows these handles to be removed following isolation of the target protein. This project could thus lead to a considerable advance in the manufacture of recombinant proteins intended for human therapy.Read moreRead less
Indian Sandalwood: genetic and oil diversity, and oil biochemistry of the Australian germplasm collection. The main aim is to improve the commerciality of the sandalwood industry in tropical Australia through smarter tree selection and breeding by development of knowledge of oil quality and quantity, oil biochemistry and DNA marker-assisted selection of the germplasm collection available in Australia.
Fibre Optic Dosimeters for Medical and Environmental Applications. We will develop fibre optic dosimeters for environmental monitoring and radiation therapy. A novel approach using refractive index gradients will be used to capture scintillator light while rejecting noise. New knowledge will be gained of the mechanisms of radiation damage in scintillators and glasses. The small, flexible, accurate fibre optic dosimeters will be equivalent in absorbing characteristics to human tissue, making them ....Fibre Optic Dosimeters for Medical and Environmental Applications. We will develop fibre optic dosimeters for environmental monitoring and radiation therapy. A novel approach using refractive index gradients will be used to capture scintillator light while rejecting noise. New knowledge will be gained of the mechanisms of radiation damage in scintillators and glasses. The small, flexible, accurate fibre optic dosimeters will be equivalent in absorbing characteristics to human tissue, making them superior to all currently available dosimeters. Fibre optic dosimeters will enable new adaptive radiotherapy techniques and provide quality assurance of dose delivery in radiotherapy. Their multiplexing capability will lead to applications in monitoring of workplaces and aerospace environments.Read moreRead less