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
Stochastic Modelling of Genetic Regulatory Networks: Subtitle - Genetic Regulation is a Noisy Business. The completion of the human genome marked the culmination of one hundred years of reductionist science in cell biology. Although further bioinformatics analysis will continue, the focus is shifting towards synthesis and understanding how the regulatory genetic components dynamically interact to form functional phenotypes. The key to this is the understanding of the roles of stochasticity in ....Stochastic Modelling of Genetic Regulatory Networks: Subtitle - Genetic Regulation is a Noisy Business. The completion of the human genome marked the culmination of one hundred years of reductionist science in cell biology. Although further bioinformatics analysis will continue, the focus is shifting towards synthesis and understanding how the regulatory genetic components dynamically interact to form functional phenotypes. The key to this is the understanding of the roles of stochasticity in cellular processes. This project will explore these roles and will develop an integrated complex systems modelling, simulation and visualisation framework. This will be used on an exemplar application for lineage commitment in haematopoiesis and for exploring and validating genetic regulatory models in general.Read moreRead less
Complex Architecture and Convergent Design. After breaking the design code for Gaudí's Sagrada Família Church in 1979, completing the still unfinished church has required Mark Burry to pioneer groundbreaking architectural and construction design methodologies and practices. His current work is on the computer modelling and dynamic simulation of complex design and construction problems, and methods for multi-disciplinary and distributed team collaboration. This work has high impact industry appli ....Complex Architecture and Convergent Design. After breaking the design code for Gaudí's Sagrada Família Church in 1979, completing the still unfinished church has required Mark Burry to pioneer groundbreaking architectural and construction design methodologies and practices. His current work is on the computer modelling and dynamic simulation of complex design and construction problems, and methods for multi-disciplinary and distributed team collaboration. This work has high impact industry applications. At the intersection of so many fields of industrial research, Mark Burry's work acts as a catalyst and accelerator for technology transfer and innovation across the architectural, design and construction industries.Read moreRead less
Robust and Distributed Control of Quantum Systems. Australia has considerable strengths in quantum technology research. As these technologies advance, the issue of control and in particular feedback control becomes a critical one. This research project will strengthen Australia's position in quantum technology by developing new methodologies for designing high performance robust and distributed feedback controllers for quantum systems. The project will also add to Australia's strength in quantum ....Robust and Distributed Control of Quantum Systems. Australia has considerable strengths in quantum technology research. As these technologies advance, the issue of control and in particular feedback control becomes a critical one. This research project will strengthen Australia's position in quantum technology by developing new methodologies for designing high performance robust and distributed feedback controllers for quantum systems. The project will also add to Australia's strength in quantum technology by contributing to the research training of young researchers with expertise both in control systems engineering and quantum technology. This project will help Australia reap the maximum possible benefit from the new industries to emerge from the field of quantum technology.Read moreRead less
Principles of Quantum Information Science. The use of quantum mechanical systems to carry and process information is enabling a revolution in information technology through innovations such as quantum computation and quantum teleportation. This project investigates the fundamental theory of quantum information science. The project aims to formulate general principles governing the power and behaviour of quantum information. These principles will, in turn, enable the development of powerful new ....Principles of Quantum Information Science. The use of quantum mechanical systems to carry and process information is enabling a revolution in information technology through innovations such as quantum computation and quantum teleportation. This project investigates the fundamental theory of quantum information science. The project aims to formulate general principles governing the power and behaviour of quantum information. These principles will, in turn, enable the development of powerful new applications of quantum information. Principal areas to be addressed include: general conditions for a physical system to be usable for quantum computation, the development of new algorithms for quantum computers, the development of new quantum communication protocols, and the theory of quantum entanglement.Read moreRead less
Dynamics of Multiscale Complex Systems. Australia has built a strong position in the science and applications of multiscale phenomena, especially in interdisciplinary fields. The project will advance this position in plasma and biomedical physics by making new discoveries, developing new methods of analyzing such systems, and applying them to achieve practical outcomes. It will underpin Australia's participation in NASA's $600M STEREO mission, and will lead to improved methods and technologies ....Dynamics of Multiscale Complex Systems. Australia has built a strong position in the science and applications of multiscale phenomena, especially in interdisciplinary fields. The project will advance this position in plasma and biomedical physics by making new discoveries, developing new methods of analyzing such systems, and applying them to achieve practical outcomes. It will underpin Australia's participation in NASA's $600M STEREO mission, and will lead to improved methods and technologies for brain function analysis and imaging, which will be commercialized via industry partnerships. It will contribute to national research goals, especially in Breakthrough Science, Frontier Technologies, Smart Information Use, and Promoting Innovation.Read moreRead less
Quantum Information and Entanglement: a new framework for Science and Technology with quantum many-body systems. The expected outcome of the research program is a significant boost in the understanding of quantum many-body systems, which will reinforce Australia's competitiveness and international profile in aspects of breakthrough science and frontier technologies. By developing both the underpinning theory and innovative computational tools, and by applying them to problems of recognised impor ....Quantum Information and Entanglement: a new framework for Science and Technology with quantum many-body systems. The expected outcome of the research program is a significant boost in the understanding of quantum many-body systems, which will reinforce Australia's competitiveness and international profile in aspects of breakthrough science and frontier technologies. By developing both the underpinning theory and innovative computational tools, and by applying them to problems of recognised importance, this program will have direct implications in areas of condensed matter physics, quantum statistical mechanics, particle physics, complex systems, quantum information science and technology, quantum computation, engineered quantum systems and nanotechnology. Read moreRead less
Atomic-scale Devices in Silicon - the Ultimate Limit of Microelectronics. Miniaturisation is the driving force behind the microelectronics industry, but beyond 2015 there is no known route to reduce device sizes below 10nm. The Fellowship will launch a major new initiative for the fabrication of silicon electronic devices at the atomic-scale (0.1nm). The project will exploit recent advances in scanning probe techniques to develop smaller and faster conventional transistors, nanoscale integrated ....Atomic-scale Devices in Silicon - the Ultimate Limit of Microelectronics. Miniaturisation is the driving force behind the microelectronics industry, but beyond 2015 there is no known route to reduce device sizes below 10nm. The Fellowship will launch a major new initiative for the fabrication of silicon electronic devices at the atomic-scale (0.1nm). The project will exploit recent advances in scanning probe techniques to develop smaller and faster conventional transistors, nanoscale integrated circuits, and address device reproducibility at this scale. This will extend Australia's early lead in atomic-scale silicon electronics to the stage where interested industry partners can evaluate it commercially in a way that will maximise benefits to Australia.Read moreRead less
Self-assembly and complexity: networks and patterns from materials to markets. Self-assembly leads the formation of patterns without external directing agents. It is responsible for the growth of complex multiscale structures found in biology and materials science and is a crucial concept for development of viable nanotechnologies. Complex systems, from biological ecosystems to financial markets and the Internet, are also characterized by spontaneous clustering and linkages that determine their ....Self-assembly and complexity: networks and patterns from materials to markets. Self-assembly leads the formation of patterns without external directing agents. It is responsible for the growth of complex multiscale structures found in biology and materials science and is a crucial concept for development of viable nanotechnologies. Complex systems, from biological ecosystems to financial markets and the Internet, are also characterized by spontaneous clustering and linkages that determine their collective behaviour. The project will investigate in detail the geometry, topology, materials science and statistical physics of networks, leading to design and characterization of robust self-assembled materials and complex systems.Read moreRead less
Conformal Differential Geometry. Differential geometry is a major branch of mathematics studying shape by using calculus and differential equations. This is a fundamental research project in this area, especially concerned with the interaction between geometry, differential equations, and symmetry. The mathematical notion of symmetry was already formalised early last century and nowadays lies at the very heart of mathematics and physics. Advances in this area provide essential tools in basic sci ....Conformal Differential Geometry. Differential geometry is a major branch of mathematics studying shape by using calculus and differential equations. This is a fundamental research project in this area, especially concerned with the interaction between geometry, differential equations, and symmetry. The mathematical notion of symmetry was already formalised early last century and nowadays lies at the very heart of mathematics and physics. Advances in this area provide essential tools in basic science and unexpected technological benefits can easily arise (for example, in medical imaging). Fundamental mathematical research is absolutely necessary if Australia is to maintain a presence on the international scientific stage.Read moreRead less