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Understanding the determinants of age-related muscle wasting in females . This project aims to investigate the fundamental mechanisms underlying age-related muscle wasting in females. Females live longer than males and are more susceptible to the consequences of muscle ageing. Yet, our current knowledge is overwhelmingly inferred from findings from male cohorts. By comprehensively mapping the functional, molecular and epigenetic mechanisms of ageing in female muscle, this project will generate n ....Understanding the determinants of age-related muscle wasting in females . This project aims to investigate the fundamental mechanisms underlying age-related muscle wasting in females. Females live longer than males and are more susceptible to the consequences of muscle ageing. Yet, our current knowledge is overwhelmingly inferred from findings from male cohorts. By comprehensively mapping the functional, molecular and epigenetic mechanisms of ageing in female muscle, this project will generate new, fundamental knowledge that will allow a unique interpretation of previous research through a sex-specific lens. This knowledge will contribute to better inform sex-specific models of research and practice in the future, ultimately delivering economic and social benefits for Australia and international communities.Read moreRead less
AUSLearn: AUtomated Sample Learning for Object Recognition. This project aims to enable computers to learn how to effectively use training samples for object recognition. Training sample is the only source used by computers to learn recognising objects. This project creates a new research direction that will enable the first full exploration of the power of samples. The aims will be enabled by leveraging the recent advances in reinforcement learning, fast training algorithms, and by developing n ....AUSLearn: AUtomated Sample Learning for Object Recognition. This project aims to enable computers to learn how to effectively use training samples for object recognition. Training sample is the only source used by computers to learn recognising objects. This project creates a new research direction that will enable the first full exploration of the power of samples. The aims will be enabled by leveraging the recent advances in reinforcement learning, fast training algorithms, and by developing novel deep learning algorithms. The new algorithms will benefit a wide range of applications, e.g. to effectively use car crash training samples for accurately identifying potential road crashes in transport and to effectively use rare medical imaging training data for robustly diagnosing diseases in health.Read moreRead less
The Systems Biochemistry of Adaptation in Cellular Protein Networks. A living cell must process and interpret a host of diverse signals using a complex network of interacting proteins inside the cell. The detailed molecular mechanisms by which cells exhibit adaptation to these signals remains a fundamental question in biology. This project aims to develop a novel mathematical framework for analysing the capacity of intracellular protein interactions to contribute to cellular adaptation, along ....The Systems Biochemistry of Adaptation in Cellular Protein Networks. A living cell must process and interpret a host of diverse signals using a complex network of interacting proteins inside the cell. The detailed molecular mechanisms by which cells exhibit adaptation to these signals remains a fundamental question in biology. This project aims to develop a novel mathematical framework for analysing the capacity of intracellular protein interactions to contribute to cellular adaptation, along with a novel methodology for validating mathematical models against experimental data. These innovations offer a completely fresh approach to identifying and modulating the adaptive capacities of living cells, which may contribute to overcoming the problem of drug resistance in future therapeutic development.
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Physics-informed Computational Framework for Optimised Microfluidic Systems. The miniaturisation of chemical and biological processes requires microfluidic tools for the precise manipulation of complex fluids at the microscale. This project aims to integrate new computational methods that enable unprecedented control over the design and optimisation of these tools. The project will deliver a cornerstone framework to elucidate the complex microscopic fluid physics that currently poses a challenge ....Physics-informed Computational Framework for Optimised Microfluidic Systems. The miniaturisation of chemical and biological processes requires microfluidic tools for the precise manipulation of complex fluids at the microscale. This project aims to integrate new computational methods that enable unprecedented control over the design and optimisation of these tools. The project will deliver a cornerstone framework to elucidate the complex microscopic fluid physics that currently poses a challenge for the advancement of microfluidic technologies. The outcomes of this project will establish physical principles to guide the design of microfluidic systems and provide the computational capabilities that can potentially transform the way researchers and engineers design, optimise and use microfluidic technologies.Read moreRead less
Heritage diplomacy and One Belt One Road. This project aims to address China’s One Belt One Road (OBOR) initiative, utilising the concept of heritage diplomacy to interpret the role culture plays in shaping trade and diplomatic relations. This project expects to develop new knowledge about 21st Century diplomacy and the political drivers of heritage preservation today. Expected outcomes of the project include collaborations with OBOR think tanks and universities in Australia, China and Central A ....Heritage diplomacy and One Belt One Road. This project aims to address China’s One Belt One Road (OBOR) initiative, utilising the concept of heritage diplomacy to interpret the role culture plays in shaping trade and diplomatic relations. This project expects to develop new knowledge about 21st Century diplomacy and the political drivers of heritage preservation today. Expected outcomes of the project include collaborations with OBOR think tanks and universities in Australia, China and Central Asia, and an open access-mapping database based on international heritage documentation standards. This should significantly assist Australian and heritage international agencies understand the large-scale forces and pressures that shape their future conservation policies in the region.Read moreRead less
Decoding miRNA regulated genetic circuits. This project will aim to develop a much better understanding of how the process of making proteins from genes is regulated, and will develop scientific software capable of predicting how a cell will respond to changes in this regulation. The results will have widespread use, including assistance in deciding the best treatments for genetic diseases.
Imaging metal homeostasis in the ageing brain. This fellowship aims to deliver new tools to visualise how changes to blood vessels during ageing effect the amount and distribution of metal ions in brain cells in animal models. This will be a significant advance as current methods cannot image these parameters. Metal ions are essential for brain function, but the effects of ageing on metal ions within brain cells is largely unknown. The results are expected to associate brain-blood vessel permeab ....Imaging metal homeostasis in the ageing brain. This fellowship aims to deliver new tools to visualise how changes to blood vessels during ageing effect the amount and distribution of metal ions in brain cells in animal models. This will be a significant advance as current methods cannot image these parameters. Metal ions are essential for brain function, but the effects of ageing on metal ions within brain cells is largely unknown. The results are expected to associate brain-blood vessel permeability with changes to metal ion content during ageing. The methods developed, and the fundamental new knowledge they reveal will benefit national and international neuroscientists seeking to elucidate the fundamental neurobiology of metal ions with respect to maintaining healthy brain function.Read moreRead less
Microbe-produced repellents and their roles in marine pathogen behaviours. Economic losses caused by disease outbreaks in marine fisheries and aquaculture exceed US$6 billion per year globally. Decades of research in human and plant pathogens have revealed that the ability of pathogens to infect their host is governed by behaviours; however our understanding of the chemical cues affecting the behaviour of marine pathogens is very poor. This research program aims to combine new approaches in micr ....Microbe-produced repellents and their roles in marine pathogen behaviours. Economic losses caused by disease outbreaks in marine fisheries and aquaculture exceed US$6 billion per year globally. Decades of research in human and plant pathogens have revealed that the ability of pathogens to infect their host is governed by behaviours; however our understanding of the chemical cues affecting the behaviour of marine pathogens is very poor. This research program aims to combine new approaches in microfluidics and chemical imaging to identify the cues that govern the behaviour of marine pathogens. Expected outcomes include an improved capacity to predict, monitor and manage marine diseases, as well as novel strategies to prevent disease outbreaks, helping to protect Australia’s valuable marine estate.Read moreRead less
Luminophores and photochromes: towards molecular componentry. This project aims to enhance current knowledge of luminogenic and photochromic molecules, including self-assembled structures, and materials composed thereof, by constructing a computationally guided compound library. Translation of primary outcomes towards utility in emerging technologies including passive light harvesting from transparent surfaces, bio-sensors and photo-responsive devices will be pursued in collaboration with both a ....Luminophores and photochromes: towards molecular componentry. This project aims to enhance current knowledge of luminogenic and photochromic molecules, including self-assembled structures, and materials composed thereof, by constructing a computationally guided compound library. Translation of primary outcomes towards utility in emerging technologies including passive light harvesting from transparent surfaces, bio-sensors and photo-responsive devices will be pursued in collaboration with both academia and industry. The expected outcomes from this project include the creation of opportunities to explore the manufacture and commercialisation of high-value products with Australian industry. This will provide significant benefits, such as reduction in the carbon footprint of homes, businesses and other applicable structures due to passive power generation, while creating jobs and up-skilling the workforce.Read moreRead less
Modelling and manipulating brain network dynamics across the lifespan. This project aims to integrate advanced computational modelling and state-of-the-art recording techniques to generate new knowledge on the neural basis of ageing. People are said to grow wiser as they grow older, though more likely they will experience cognitive slowing and reduced memory functions that interfere with their daily lives. The anticipated goal of the project is to develop techniques to predict the personalised e ....Modelling and manipulating brain network dynamics across the lifespan. This project aims to integrate advanced computational modelling and state-of-the-art recording techniques to generate new knowledge on the neural basis of ageing. People are said to grow wiser as they grow older, though more likely they will experience cognitive slowing and reduced memory functions that interfere with their daily lives. The anticipated goal of the project is to develop techniques to predict the personalised effects of brain stimulation on the ageing brain. The outcomes of this research could significantly improve understanding of brain ageing, and advance the fields of systems neuroscience, network science, and brain stimulation.Read moreRead less