Interface-aware numerical methods for stochastic inverse problems. This project aims to design novel high-performance numerical tools for solving large-scale forward and inverse problems dominated by stochastic interfaces and quantifying associated uncertainties. In real-world applications such as groundwater, these tools are instrumental for assimilating big datasets into mathematical models for providing reliable predictions. By advancing and integrating high-order polytopal schemes, multileve ....Interface-aware numerical methods for stochastic inverse problems. This project aims to design novel high-performance numerical tools for solving large-scale forward and inverse problems dominated by stochastic interfaces and quantifying associated uncertainties. In real-world applications such as groundwater, these tools are instrumental for assimilating big datasets into mathematical models for providing reliable predictions. By advancing and integrating high-order polytopal schemes, multilevel methods, transport maps, and dimension reduction, this project's anticipated outcomes are highly accurate and cost-efficient numerical schemes, certified by rigorous mathematical analysis. This should provide data-centric simulation tools with enhanced reliability, for engineering and scientific applications.Read moreRead less
New Approaches to Modelling and Analysing Long-Memory Random Processes. The project aims to develop new approaches using infinite-dimensional Markov processes to solving important long-standing problems from the theory of long memory random processes and their applications. It aims to: construct a class of new representations of random processes; derive inequalities for the key numerical characteristics; and, devise and investigate numerical methods for computing the characteristics and for perf ....New Approaches to Modelling and Analysing Long-Memory Random Processes. The project aims to develop new approaches using infinite-dimensional Markov processes to solving important long-standing problems from the theory of long memory random processes and their applications. It aims to: construct a class of new representations of random processes; derive inequalities for the key numerical characteristics; and, devise and investigate numerical methods for computing the characteristics and for performing statistical inference on the long memory models. The accuracy of numerical approximations will be analysed using simulations on supercomputers. Expected outcomes include models and results of practical importance with applications such as intrusion detection problems, cell motility for biological data and telecommunication.Read moreRead less
Mathematics for breaking limits of speed and density in magnetic memories. The aim of this project is to develop a mathematical theory and numerical models of stochastic partial differential equations for magnetic nano-structures. Such materials will yield next-generation magnetic memories with up to three orders of magnitude faster switching speeds and dramatically increased data storage density. New mathematical theories will help understand their sensitivity to small random fluctuations that ....Mathematics for breaking limits of speed and density in magnetic memories. The aim of this project is to develop a mathematical theory and numerical models of stochastic partial differential equations for magnetic nano-structures. Such materials will yield next-generation magnetic memories with up to three orders of magnitude faster switching speeds and dramatically increased data storage density. New mathematical theories will help understand their sensitivity to small random fluctuations that can destroy stored information. This project aims to revolutionise mathematical modelling of magnetic memories and put Australia at the forefront of international research. Technological advances to create much smaller and faster memory devices are expected to enable groundbreaking ways of managing and mining big data.Read moreRead less
Group 13 Mixed Halide-Hydride and Rare Earth Complexes - New Selective Chiral Hydridic or Low Valent Reducing Agents. This project will make a landmark contribution to two areas of metallohydride chemistry. Both studies will utilise and develop metals that have traditionally been mined and exported from these shores while concurrently imported as value added products at vastly inflated cost. This research will identify knock-on applications in order to stem this financial bias. The new paths to ....Group 13 Mixed Halide-Hydride and Rare Earth Complexes - New Selective Chiral Hydridic or Low Valent Reducing Agents. This project will make a landmark contribution to two areas of metallohydride chemistry. Both studies will utilise and develop metals that have traditionally been mined and exported from these shores while concurrently imported as value added products at vastly inflated cost. This research will identify knock-on applications in order to stem this financial bias. The new paths to rare earth (= Ln) hydrides will have broad industrial appeal, particularly for new materials, where, like similar group 13 materials, they may be used in the deposition of Ln films or even as precursors to superconducting solids. It is anticipated industrial collaboration will ensue. Australia will be promoted as a developer and innovator of frontier technologies.Read moreRead less
Enhancing single-molecule magnets. This project aims to design, synthesise and investigate single-molecule magnets that can function at higher temperatures for use in quantum computing and molecular spintronics. Materials science increasingly benefit from molecular approaches, and lanthanoid-based single-molecule magnets could achieve otherwise inaccessible technological developments such as the development of molecular materials for quantum computing and molecular spintronics. Advances in funda ....Enhancing single-molecule magnets. This project aims to design, synthesise and investigate single-molecule magnets that can function at higher temperatures for use in quantum computing and molecular spintronics. Materials science increasingly benefit from molecular approaches, and lanthanoid-based single-molecule magnets could achieve otherwise inaccessible technological developments such as the development of molecular materials for quantum computing and molecular spintronics. Advances in fundamental chemistry are anticipated, and this project is expected to benefit Australia's participation in related high-end technology industries.Read moreRead less
Development and Biological Chemistry of Novel Platinum Anti-Cancer Agents. "Rule-breakers", platinum anticancer complexes that do not follow the well established structure/activity relationships, have emerged as the way forward in the treatment of cancer resistant to the current generation of drugs and in reducing side effects. We have developed two new groups of "rule-breakers" and these have already demonstrated highly promising anticancer activity and novel biological behaviour. In this proje ....Development and Biological Chemistry of Novel Platinum Anti-Cancer Agents. "Rule-breakers", platinum anticancer complexes that do not follow the well established structure/activity relationships, have emerged as the way forward in the treatment of cancer resistant to the current generation of drugs and in reducing side effects. We have developed two new groups of "rule-breakers" and these have already demonstrated highly promising anticancer activity and novel biological behaviour. In this project we will (i) prepare new anticancer active platinum complexes based on these two highly promising groups of compounds and (ii) determine how these drugs work and what happens to them when in biological environments.Read moreRead less
Thin Films of Oxide Ceramics. Aluminium oxide films are used extensively in the Australian industries of Protective & Decorative Coatings (examples include door-knobs and cutting-tools). The industry will be offered a remarkably simple process for preparation of high quality films. In the microelectronic industry, the uses of aluminium oxide films as a dielectric alternative to silicon dioxide has just started to emerge world - wide and this new process would make a dramatic impact with commerci ....Thin Films of Oxide Ceramics. Aluminium oxide films are used extensively in the Australian industries of Protective & Decorative Coatings (examples include door-knobs and cutting-tools). The industry will be offered a remarkably simple process for preparation of high quality films. In the microelectronic industry, the uses of aluminium oxide films as a dielectric alternative to silicon dioxide has just started to emerge world - wide and this new process would make a dramatic impact with commercial benefits for Australia. Read moreRead less
Reactivity and Spectroscopy of Gas Phase Metal Oxide Cluster Ions: Structure-Reactivity Correlations and Fundamental Insights into Heterogeneous Catalysis. This project will make use of world class ARC funded instrumentation to carry out breakthrough science. The research will contribute fundamental insights into chemical bond activation relevant to industrial catalytic processes important to national manufacturing industries. These insights will improve the efficiency and selectivity of catal ....Reactivity and Spectroscopy of Gas Phase Metal Oxide Cluster Ions: Structure-Reactivity Correlations and Fundamental Insights into Heterogeneous Catalysis. This project will make use of world class ARC funded instrumentation to carry out breakthrough science. The research will contribute fundamental insights into chemical bond activation relevant to industrial catalytic processes important to national manufacturing industries. These insights will improve the efficiency and selectivity of catalytic processes and lead to increased profitability and/or a reduction in unwanted side products and pollution. The project will train young scientists in important experimental and theoretical chemical techniques, and will enhance and contribute to Australia's international research profile.Read moreRead less
Microprobe and Nanoprobe Studies on Intracellular Disease Processes and Their Treatment. Breakthrough microprobe and nanoprobe technologies, involving X-ray, visible and infrared light can focus into different components of mammalian cells in order to interrogate the biochemistry that is occurring therein. Each of the different wavelengths of light provides complementary biochemical information that enables a deeper understanding of changes in cells that occur as a function of drug treatments an ....Microprobe and Nanoprobe Studies on Intracellular Disease Processes and Their Treatment. Breakthrough microprobe and nanoprobe technologies, involving X-ray, visible and infrared light can focus into different components of mammalian cells in order to interrogate the biochemistry that is occurring therein. Each of the different wavelengths of light provides complementary biochemical information that enables a deeper understanding of changes in cells that occur as a function of drug treatments and disease processes. This will provide unprecedented information as to where drugs go and how they are transformed inside cells that, in turn, may revolutionalise the way in which new drugs are designed that have higher specificity and fewer side effects.Read moreRead less