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ARC Complex Open Systems Research Network. Complexity is the common frontier in the physical, biological and social sciences. This Network will link specialists in all three sciences through five generic conceptual and mathematical theme activities. It will promote research into how subsystems self-organise into new emergent structures when assembled into an open, non-equilibrium system. Outcomes will include new technologies and software tools and deeper understanding of fundamental questions i ....ARC Complex Open Systems Research Network. Complexity is the common frontier in the physical, biological and social sciences. This Network will link specialists in all three sciences through five generic conceptual and mathematical theme activities. It will promote research into how subsystems self-organise into new emergent structures when assembled into an open, non-equilibrium system. Outcomes will include new technologies and software tools and deeper understanding of fundamental questions in science. An essential function of the network will be introducing researchers end users to new tools and broadening the horizons of graduate students.Read moreRead less
The prediction of sleep/wake behaviour based on physiological and social factors. The prevalence of shiftwork has increased in Australia over the last few decades. Shiftworkers obtain less sleep, have greater difficulty maintaining good relationships, have poorer health, and are more likely to be injured at work than others. Using the largest dataset of its kind, we will substantially contribute to understanding the relationships between work hours, sleep, performance and safety. Ultimately, the ....The prediction of sleep/wake behaviour based on physiological and social factors. The prevalence of shiftwork has increased in Australia over the last few decades. Shiftworkers obtain less sleep, have greater difficulty maintaining good relationships, have poorer health, and are more likely to be injured at work than others. Using the largest dataset of its kind, we will substantially contribute to understanding the relationships between work hours, sleep, performance and safety. Ultimately, the project will answer a question critical to workplace safety - how much time off between shifts is needed to be alert and safe at work? The project will also produce tools to help industry design fatigue-friendly rosters, improving the safety, productivity and general well-being of shiftworkers in Australia and overseas.Read moreRead less
Rationality and Resource Bounds in Logics for Intentional Attitudes. Formal philosophy is the discipline at the interface between traditional philosophy and modern mathematical logic. It has had a substantial impact in recent years and has benefited neighbouring disciplines, including computer science and artificial intelligence. It is a good example of how philosophical research can interact with more practical disciplines. This project will make substantial contributions to formal philosophy, ....Rationality and Resource Bounds in Logics for Intentional Attitudes. Formal philosophy is the discipline at the interface between traditional philosophy and modern mathematical logic. It has had a substantial impact in recent years and has benefited neighbouring disciplines, including computer science and artificial intelligence. It is a good example of how philosophical research can interact with more practical disciplines. This project will make substantial contributions to formal philosophy, which will in turn provide benefits in computer science and artificial intelligence, by providing a framework for logicians, computer scientists and researchers in artificial intelligence to discuss issues concerning knowledge, belief and rationality.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
Generalised quantum models of complexity with application to cognitive systems. Non-separable systems surround us. Our transportation, taxation, schooling, environmental and social policies are all interrelated, and it is increasingly recognised that we cannot consider them in isolation. Such systems are generally deemed complex, and it is often impossible to separate them from one another. Despite this, many of our most advanced modelling techniques are grounded in principles of separability a ....Generalised quantum models of complexity with application to cognitive systems. Non-separable systems surround us. Our transportation, taxation, schooling, environmental and social policies are all interrelated, and it is increasingly recognised that we cannot consider them in isolation. Such systems are generally deemed complex, and it is often impossible to separate them from one another. Despite this, many of our most advanced modelling techniques are grounded in principles of separability and non-contextuality. This project will develop a new set of models of non-separable systems and complexity that will in turn lead to new frontier technologies and theories.Read moreRead less
Wiring up the nervous system: how do axons detect molecular gradients? This project will improve our understanding of how the nervous system
becomes wired up during development. This will ultimately allow better
therapies for some types of developmental disorders, and for repairing
damaged connections for instance in the spinal cord. The theoretical
models developed will improve our understanding of the computations
necessary to generate appropriate wiring of the nervous system, which
may ....Wiring up the nervous system: how do axons detect molecular gradients? This project will improve our understanding of how the nervous system
becomes wired up during development. This will ultimately allow better
therapies for some types of developmental disorders, and for repairing
damaged connections for instance in the spinal cord. The theoretical
models developed will improve our understanding of the computations
necessary to generate appropriate wiring of the nervous system, which
may facilitate the development of self-organizing computing
devices. The project will also provide unique research training at the
interface of biology and computation, building capacity for such
interdisciplinary research throughout Australia.
Read moreRead less
New mathematics of fractional diffusion for understanding cognitive impairment at the neuronal level. As Australia's population ages, cognitive impairment due to cortical ageing and neurodegeneration is looming as the nation's greatest health problem. The project will deliver new, more realistic, mathematical models for a mechanistic understanding of cognitive impairment at the neuronal level. This understanding is a vital first step in targeting drugs, e.g., to influence neuronal spine proper ....New mathematics of fractional diffusion for understanding cognitive impairment at the neuronal level. As Australia's population ages, cognitive impairment due to cortical ageing and neurodegeneration is looming as the nation's greatest health problem. The project will deliver new, more realistic, mathematical models for a mechanistic understanding of cognitive impairment at the neuronal level. This understanding is a vital first step in targeting drugs, e.g., to influence neuronal spine properties, for preventative health care. The project will maintain international collaborations, between applied mathematicians at UNSW, Sydney and biomathematicians and neuroscientists at Mount Sinai School of Medicine, New York, providing ongoing training opportunities for Australian scientists in this cutting edge biomathematical research.Read moreRead less
Spatial Cognition—Expressive Representation Formalisms and Effective Reasoning Mechanisms. The project will contribute significantly to the advancement of knowledge in breakthrough science in qualitative spatial reasoning and smart information use in geographic information systems. Expressive spatial languages are important in organising spatial knowledge, defining spatial query languages and guiding spatial data mining. Effective spatial reasoning mechanisms bring theory closer to applications ....Spatial Cognition—Expressive Representation Formalisms and Effective Reasoning Mechanisms. The project will contribute significantly to the advancement of knowledge in breakthrough science in qualitative spatial reasoning and smart information use in geographic information systems. Expressive spatial languages are important in organising spatial knowledge, defining spatial query languages and guiding spatial data mining. Effective spatial reasoning mechanisms bring theory closer to applications including consistency checking and spatial query pre-processing. The project will help in extracting knowledge from massive spatial databases, meeting the growing needs of naive users for spatial information and establishing Australia as a major player in spatial cognition research and in the development of geo-location services.Read moreRead less
Neurobiological computation using self organization. Despite their phenomenal power and speed there are many simple things that computers still cannot do, that humans, and indeed many animals, are able to perform effortlessly. The research outlined in this proposal aims to develop new, biologically inspired, computational approaches that attempt to bridge this gap. This research will help place Australia, despite its relatively small size, as a leading research community in the development of ....Neurobiological computation using self organization. Despite their phenomenal power and speed there are many simple things that computers still cannot do, that humans, and indeed many animals, are able to perform effortlessly. The research outlined in this proposal aims to develop new, biologically inspired, computational approaches that attempt to bridge this gap. This research will help place Australia, despite its relatively small size, as a leading research community in the development of the next wave of computing devices. The development of new and "more natural" approaches to computing will deliver large dividends to a range of social, economic and environmental problems.Read moreRead less
Logical Foundation and Implementation Technology for Automated Negotiation. The logic of bargaining is fundamental to understanding human negotiation and multiagent interaction. This project provides a new paradigm of negotiation with the integration of qualitative and quantitative analysis of bargaining processes and enhancement of implementation technologies for negotiation automation and trading agent design. The theoretic approach can be applied to a wide range of areas for the analysis of e ....Logical Foundation and Implementation Technology for Automated Negotiation. The logic of bargaining is fundamental to understanding human negotiation and multiagent interaction. This project provides a new paradigm of negotiation with the integration of qualitative and quantitative analysis of bargaining processes and enhancement of implementation technologies for negotiation automation and trading agent design. The theoretic approach can be applied to a wide range of areas for the analysis of economic, political and social phenomena. The techniques, algorithms and possible patents generated by the project can be directly used by the Australian IT industry for the development of efficient e-trading systems, allowing Australian business to take advantage of new e-market territories.Read moreRead less