Discovery Early Career Researcher Award - Grant ID: DE230100401
Funder
Australian Research Council
Funding Amount
$393,903.00
Summary
Deconstructing the brain circuits of reward-seeking. This project aims to deconstruct the brain circuits that shape reward-seeking behaviour in different environments. The anticipated significance of this project is to provide mechanistic insights into why we choose to seek rewards in safe, but not dangerous environments. Expected outcomes include answering fundamental questions about how the environment shapes our behaviour by identifying projection cell subtypes important for reward-seeking, c ....Deconstructing the brain circuits of reward-seeking. This project aims to deconstruct the brain circuits that shape reward-seeking behaviour in different environments. The anticipated significance of this project is to provide mechanistic insights into why we choose to seek rewards in safe, but not dangerous environments. Expected outcomes include answering fundamental questions about how the environment shapes our behaviour by identifying projection cell subtypes important for reward-seeking, characterising their neuronal activity and precisely defining their molecular phenotype. The benefits of this project are expected to provide a new knowledge base for understanding decision-making in a constantly changing world.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE210101808
Funder
Australian Research Council
Funding Amount
$395,775.00
Summary
Genetic Programming for Big Data Analytics. The project aims to extend a powerful machine learning method, called genetic programming and also developing a new concept called Alpha program, for big data analytics. This project expects to generate a new approach by finding a systematic approach to develop gene structures using information theory. By borrowing the best genes from the population of programs, the Alpha program concept will be developed for the first time. The proposed approach aims ....Genetic Programming for Big Data Analytics. The project aims to extend a powerful machine learning method, called genetic programming and also developing a new concept called Alpha program, for big data analytics. This project expects to generate a new approach by finding a systematic approach to develop gene structures using information theory. By borrowing the best genes from the population of programs, the Alpha program concept will be developed for the first time. The proposed approach aims to enhance genetic programming for many practical problems. I contend that not only finding better tools for big data analytics is in the best interest of machine learning and big data communities, it also provides significant benefits for other communities and industries in Australia.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE210101593
Funder
Australian Research Council
Funding Amount
$462,948.00
Summary
Developing new tools to search for dark matter. This project aims to propose and assist in the development of novel approaches, based on atomic, molecular and optical technologies, to detect dark matter in the laboratory, and thereby establish the identity and microscopic properties of dark matter. The origin and nature of dark matter remains one of the most important outstanding problems in contemporary science. The intended outcome of this project is that the use of our novel methods will enab ....Developing new tools to search for dark matter. This project aims to propose and assist in the development of novel approaches, based on atomic, molecular and optical technologies, to detect dark matter in the laboratory, and thereby establish the identity and microscopic properties of dark matter. The origin and nature of dark matter remains one of the most important outstanding problems in contemporary science. The intended outcome of this project is that the use of our novel methods will enable us to search for forms of dark matter that have remained largely unprobed to date. This in turn is expected to open up new opportunities in the global hunt for dark matter that should improve our chances of finally discovering the nature and properties of dark matter.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE230100206
Funder
Australian Research Council
Funding Amount
$423,154.00
Summary
Pain: Open to interpretation? This project aims to determine how pain interpretation drives pain experience, using rigorous state-of-the-art lab research. This project expects to generate new knowledge about the psychological mechanisms maintaining pain experience and avoidance behaviour, using novel techniques to measure interpretation of pain sensations. Expected outcomes include the development of an evidence-based psychological model of pain interpretation, enhanced capacity to build interna ....Pain: Open to interpretation? This project aims to determine how pain interpretation drives pain experience, using rigorous state-of-the-art lab research. This project expects to generate new knowledge about the psychological mechanisms maintaining pain experience and avoidance behaviour, using novel techniques to measure interpretation of pain sensations. Expected outcomes include the development of an evidence-based psychological model of pain interpretation, enhanced capacity to build international collaborations, and ecologically valid methods for measuring pain interpretation. This research forms a solid platform for further translational research, to build novel, scalable interventions to improve outcomes for the one in five Australians living with chronic pain.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE240100059
Funder
Australian Research Council
Funding Amount
$445,007.00
Summary
Robust Renewables Hosting Capacity Enhancement for Distribution Networks. This project aims to quantify technical margins and devise novel robust renewables hosting capacity enhancement methods for active distribution networks. High renewables penetration has impaired power quality and network operational reliability, thus reducing renewables utilisation rate and impeding further installation. The intended outcomes are innovative data-driven robustness design methods against complex and uncertai ....Robust Renewables Hosting Capacity Enhancement for Distribution Networks. This project aims to quantify technical margins and devise novel robust renewables hosting capacity enhancement methods for active distribution networks. High renewables penetration has impaired power quality and network operational reliability, thus reducing renewables utilisation rate and impeding further installation. The intended outcomes are innovative data-driven robustness design methods against complex and uncertain operating conditions, which are able to secure increasing renewables penetration and installation. With emerging community battery and hydrogen electrolyser, a suite of operation and planning methods will be developed, allowing utility operators and government agencies to expedite zero-emission energy transition.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE170101180
Funder
Australian Research Council
Funding Amount
$327,900.00
Summary
Understanding and preventing road deaths using coronial investigations. This project aims to study coronial death investigations of fatal road crashes in Australia using public health and road safety theoretical frameworks. Fatal road crashes are sudden, unexpected and violent. Each fatality has a lasting effect resulting in immeasurable emotional costs and a financial burden in excess of $3.8 billion per year. Intended outcomes will contribute to understanding of fatal road crashes including pr ....Understanding and preventing road deaths using coronial investigations. This project aims to study coronial death investigations of fatal road crashes in Australia using public health and road safety theoretical frameworks. Fatal road crashes are sudden, unexpected and violent. Each fatality has a lasting effect resulting in immeasurable emotional costs and a financial burden in excess of $3.8 billion per year. Intended outcomes will contribute to understanding of fatal road crashes including pre-crash social factors (e.g. alcohol/drug use and dependence, unemployment, age), the use and effect of coronial recommendations on road safety policy and practice, and preventing deaths on Australian roads.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE180100017
Funder
Australian Research Council
Funding Amount
$404,950.00
Summary
A pictorial and geochemical history of Great Barrier Reef changes. This project aims to determine the timing and associated drivers behind dramatic changes in coral communities on reef flat environments since European settlement. It will use Uranium-Thorium dating, palaeoecological and geochemical techniques, as well as spatial elevation surveys to determine the timing and cause of ecological transition for inshore coral communities. This project will contribute baseline knowledge on the timing ....A pictorial and geochemical history of Great Barrier Reef changes. This project aims to determine the timing and associated drivers behind dramatic changes in coral communities on reef flat environments since European settlement. It will use Uranium-Thorium dating, palaeoecological and geochemical techniques, as well as spatial elevation surveys to determine the timing and cause of ecological transition for inshore coral communities. This project will contribute baseline knowledge on the timing and mechanisms associated with dramatic declines in coral cover on inshore reefs of the world heritage listed Great Barrier Reef, and provide a robust scientific foundation for effective monitoring.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE180100206
Funder
Australian Research Council
Funding Amount
$365,058.00
Summary
Intelligently linking nanoscience to neuroscience with glycan biology. This project aims to provide a comprehensive description of the unique cell-surface glycan expression on inflamed neurons, astrocytes, microglia and oligodendrocytes. This project will use glycan profiling data to engineer luminescent nanoparticles with superior neuroimaging qualities for cell type-specific in vivo targeting and drug delivery in the central nervous system. The project outcomes are expected to improve our fund ....Intelligently linking nanoscience to neuroscience with glycan biology. This project aims to provide a comprehensive description of the unique cell-surface glycan expression on inflamed neurons, astrocytes, microglia and oligodendrocytes. This project will use glycan profiling data to engineer luminescent nanoparticles with superior neuroimaging qualities for cell type-specific in vivo targeting and drug delivery in the central nervous system. The project outcomes are expected to improve our fundamental understanding of neurobiological cell-surfaces.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE220100225
Funder
Australian Research Council
Funding Amount
$419,845.00
Summary
Unmasking dark matter: from the laboratory to the Milky Way. The unknown nature of the dark matter that fills our galaxy is one of the biggest problems in physics today. This project aims to connect the particle and astrophysics of dark matter so as to accelerate us towards its first detection in the lab. The expected outcomes are 1) new experimental concepts to test the widening landscape of viable theories and 2) robust predictions for signals in those experiments backed up by the latest surve ....Unmasking dark matter: from the laboratory to the Milky Way. The unknown nature of the dark matter that fills our galaxy is one of the biggest problems in physics today. This project aims to connect the particle and astrophysics of dark matter so as to accelerate us towards its first detection in the lab. The expected outcomes are 1) new experimental concepts to test the widening landscape of viable theories and 2) robust predictions for signals in those experiments backed up by the latest surveys of our Milky Way. These outcomes should benefit experiments across the world on the quest to fill a major gap in our understanding of the Universe. The grand scope of this research aims to place Australia in the vanguard of one of the most active pursuits of new physics in the modern era.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE200100712
Funder
Australian Research Council
Funding Amount
$393,748.00
Summary
Governing transboundary small-scale fishing in the Asia-Pacific. This project aims to identify the drivers, character and effects of small-boat illegal fishing occurring internationally across maritime boundaries in Asia-Pacific. There is growing concern that this practice represents an acute security threat to countries in the region. This study will reveal the strategic governing responses of state and regional institutions as well as the motivating circumstances that push fishers to trespass. ....Governing transboundary small-scale fishing in the Asia-Pacific. This project aims to identify the drivers, character and effects of small-boat illegal fishing occurring internationally across maritime boundaries in Asia-Pacific. There is growing concern that this practice represents an acute security threat to countries in the region. This study will reveal the strategic governing responses of state and regional institutions as well as the motivating circumstances that push fishers to trespass. The research will offer vital new insights into the effectiveness of ongoing control measures, and the shaping of a governance regime that pivots on regional politics and cooperation. This knowledge will help inform research and policy frameworks, strengthening Australia’s capacity to secure its maritime domain.Read moreRead less