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
Towards predictive 4D computational models for the heart. This project aims to develop novel high-performance numerical algorithms for multiscale and multiphysics PDEs with dynamic interfaces, the development and analysis of a novel PDE system modelling the electromechanics of heart and torso, and the combination of these numerical techniques and models to deliver predictive tools for patient-specific simulations of the cardiac function. It involves the design and mathematical analysis of space- ....Towards predictive 4D computational models for the heart. This project aims to develop novel high-performance numerical algorithms for multiscale and multiphysics PDEs with dynamic interfaces, the development and analysis of a novel PDE system modelling the electromechanics of heart and torso, and the combination of these numerical techniques and models to deliver predictive tools for patient-specific simulations of the cardiac function. It involves the design and mathematical analysis of space-time variational discretisations on embedded meshes, 4D computational geometry algorithms for numerical integration and multilevel solvers. By combining scientific computing and machine learning, one anticipated outcome of this research is a new generation of nonlinear PDE approximations and solvers.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
Advancing the chemistry of rare earths - an Australian resource. This project aims to advance knowledge of the synthesis, structures and reactivity of highly reactive rare earth metal-organic compounds. The project expects to build the knowledge and skills to underpin many developments of Australia's still under utilized rare earth resources to diversify from Chinese domination. The anticipated outcomes will be new synthetic and reaction chemistry including a demonstration of how size and electr ....Advancing the chemistry of rare earths - an Australian resource. This project aims to advance knowledge of the synthesis, structures and reactivity of highly reactive rare earth metal-organic compounds. The project expects to build the knowledge and skills to underpin many developments of Australia's still under utilized rare earth resources to diversify from Chinese domination. The anticipated outcomes will be new synthetic and reaction chemistry including a demonstration of how size and electronic factors can be used to modify and advance rare earth chemistry. This project should provide significant benefit such as are a better knowledge base in rare earth chemistry to underpin future applications in chemical manufacturing, new materials, catalysis and recycling.Read moreRead less
Metal-Based Molecular Materials: From Electronic Structure to Functionality. This project aims to develop and explore new metal-based molecular materials, focusing on molecules that can act as magnets or be switched between multiple states by heating/cooling. This project expects to deliver an improved understanding of how the molecular electronic structure engenders desired physical properties in the target species. This insight will allow development of design principles for robust systems for ....Metal-Based Molecular Materials: From Electronic Structure to Functionality. This project aims to develop and explore new metal-based molecular materials, focusing on molecules that can act as magnets or be switched between multiple states by heating/cooling. This project expects to deliver an improved understanding of how the molecular electronic structure engenders desired physical properties in the target species. This insight will allow development of design principles for robust systems for nanodevices or advanced materials. As well as achieving important advances in fundamental chemistry, this project is anticipated to help lay the foundations for development of novel materials for high density data storage, quantum computing, molecular electronics/spintronics, optical displays or temperature/solvent sensors.Read moreRead less
Molecular Spin Switching with Earth Abundant Metals. This project aims to develop molecular materials based on non-precious metals that respond to stimuli, including heat or light, by switching between forms with different properties, such as colour and electrical conductivity. The project expects to deliver enhanced control over the switching characteristics and incorporation of the materials into responsive thin films, ready for integration into devices. These molecular switches are promising ....Molecular Spin Switching with Earth Abundant Metals. This project aims to develop molecular materials based on non-precious metals that respond to stimuli, including heat or light, by switching between forms with different properties, such as colour and electrical conductivity. The project expects to deliver enhanced control over the switching characteristics and incorporation of the materials into responsive thin films, ready for integration into devices. These molecular switches are promising for molecular electronics, spintronics and colour-based sensing and display devices. Their fast response time and small component size imply less heat to dissipate and therefore less electricity required for cooling upon implementation in information communications and other technologies.Read moreRead less
Unlocking the potential of multiphoton photoredox catalysis. Photoredox catalysis promises sustainable alternatives to synthesise high-value chemicals using energy converted from visible light. The project aims to address the current lack of understanding about how these reactions operate at the molecular level, using innovative electrochemical and spectroscopic techniques. The expected outcomes include new catalytic systems containing multiple light-driven steps that provide reactivities beyond ....Unlocking the potential of multiphoton photoredox catalysis. Photoredox catalysis promises sustainable alternatives to synthesise high-value chemicals using energy converted from visible light. The project aims to address the current lack of understanding about how these reactions operate at the molecular level, using innovative electrochemical and spectroscopic techniques. The expected outcomes include new catalytic systems containing multiple light-driven steps that provide reactivities beyond those attainable in single-photon cycles. These will be applied to challenging modifications of large biomolecules under mild aqueous conditions. Anticipated benefits include adding value to Australia’s growing chemical industry through efficient green syntheses with reduced dependence on toxic solvents.Read moreRead less
Discovering New Chemistry and Potential Applications of Metal Tetrapyrroles. This project aims to make fundamental advances in inorganic chemistry, coordination chemistry and bioinorganic chemistry by preparing new metal-containing molecules based on specifically designed tetrapyrrole ligands. Innovative synthetic methods will be developed to enable systematic chemical modifications to explore the chemical and biological properties of the metal complexes. The potential of the new molecules to be ....Discovering New Chemistry and Potential Applications of Metal Tetrapyrroles. This project aims to make fundamental advances in inorganic chemistry, coordination chemistry and bioinorganic chemistry by preparing new metal-containing molecules based on specifically designed tetrapyrrole ligands. Innovative synthetic methods will be developed to enable systematic chemical modifications to explore the chemical and biological properties of the metal complexes. The potential of the new molecules to be of use as tracers for molecular imaging will be investigated. An expected outcome of this research will be an increased understanding of how chemical properties dictate the biological activity of metal complexes informing the potential long-term translation of this chemistry to to new molecular diagnostics and therapeutics.Read moreRead less
Discovering new organic chemistry using an inorganic touch. This project aims to discover new organic chemistry by treating carbon like a metal atom. Advances in fundamental organic chemistry have been important in developing products, including medicines, plastics and television display technology. Much research activity relies on applying existing organic chemistry, but inventing genuinely new organic chemistry is more difficult. By viewing carbon as a metal, this project will try to solve imp ....Discovering new organic chemistry using an inorganic touch. This project aims to discover new organic chemistry by treating carbon like a metal atom. Advances in fundamental organic chemistry have been important in developing products, including medicines, plastics and television display technology. Much research activity relies on applying existing organic chemistry, but inventing genuinely new organic chemistry is more difficult. By viewing carbon as a metal, this project will try to solve important problems in organic chemistry that have been unresolved for decades, and synthesise valuable chemicals normally generated using expensive precious metal catalysts.Read moreRead less