Expecting the unexpected: how people prioritise predictability. This project aims to investigate how people represent and use information about unpredictability in their environment. Seeing too much predictability is problematic, but seeing too little can also be a problem, for example inappropriate "learned helplessness" can occur, whereby people feel disempowered because the world is seen as random. Recent findings demonstrated a bias in fundamental learning that may maintain these inappropria ....Expecting the unexpected: how people prioritise predictability. This project aims to investigate how people represent and use information about unpredictability in their environment. Seeing too much predictability is problematic, but seeing too little can also be a problem, for example inappropriate "learned helplessness" can occur, whereby people feel disempowered because the world is seen as random. Recent findings demonstrated a bias in fundamental learning that may maintain these inappropriate beliefs about unpredictability. This bias is not anticipated by formal theories of learning. The project will investigate how this bias is brought about by first formalising a novel theory of fundamental learning and then systematically testing its assumptions.Read moreRead less
Towards an integrated model of reasoning and reasoning development. This project aims to identify the core cognitive processes that underlie different forms of reasoning and how they develop. The project intends to use a signal detection framework to derive detailed computational models of reasoning which can then be tested through Bayesian computational modelling as well as the first systematic investigation of developmental change in reasoning processes. Expected outcomes include a more princi ....Towards an integrated model of reasoning and reasoning development. This project aims to identify the core cognitive processes that underlie different forms of reasoning and how they develop. The project intends to use a signal detection framework to derive detailed computational models of reasoning which can then be tested through Bayesian computational modelling as well as the first systematic investigation of developmental change in reasoning processes. Expected outcomes include a more principled and comprehensive computational model of reasoning in both adults and children. The project should provide significant benefits by helping to resolve long-standing debates about how humans reason complex arguments relevant to everyday lives and guide development of more effective methods for teaching reasoning.Read moreRead less
Visualising molecular level detail in single cells and intact tissues. The goal of this project is to deliver a new toolkit for imaging cells at an unprecedented resolution and level of chemical detail. We will expand the capabilities of two existing, but complementary, methods: optical fluorescence microscopy with responsive probes and X-ray fluorescence imaging. Expected outcomes include improved techniques and benchmarks for visualising bacterial and mammalian cells; development of new molecu ....Visualising molecular level detail in single cells and intact tissues. The goal of this project is to deliver a new toolkit for imaging cells at an unprecedented resolution and level of chemical detail. We will expand the capabilities of two existing, but complementary, methods: optical fluorescence microscopy with responsive probes and X-ray fluorescence imaging. Expected outcomes include improved techniques and benchmarks for visualising bacterial and mammalian cells; development of new molecules for elucidating cellular chemistry; better utilisation of valuable synchrotron resources; and greater understanding of the strengths and limitations of current microscopy workflows. Results should benefit the biotechnology sector, and may lead to improved medical, diagnostic, and bioremediation capacity.Read moreRead less
Characterisation of the beneficial vs toxic forms of selenium in the diet. This project aims to examine how dietary selenium is converted into essential proteins and beneficial compounds that mitigate against a broad range of human diseases; or alternatively, into toxic molecules. Cutting-edge methodologies should resolve significant unknowns in selenium metabolism, to provide definitive dietary guidelines and to explore how selenium can treat and protect against disease. Expected outcomes from ....Characterisation of the beneficial vs toxic forms of selenium in the diet. This project aims to examine how dietary selenium is converted into essential proteins and beneficial compounds that mitigate against a broad range of human diseases; or alternatively, into toxic molecules. Cutting-edge methodologies should resolve significant unknowns in selenium metabolism, to provide definitive dietary guidelines and to explore how selenium can treat and protect against disease. Expected outcomes from this national and international collaboration include expert training for young biochemical researchers and refinements to novel analytical techniques. Results should benefit the food and agricultural sectors to provide tailored products locally and for export, as well as enhanced health opportunities for all Australians.Read moreRead less
Rebuilding Life After Migration for Young Refugees and Migrants . This project aims to provide a comprehensive understanding of refugee and migrant youth settlement experiences and its impact on psychological wellbeing and the role of support services. It will focus on the policies and practices that shape the settlement experiences of refugee and migrant youth which promote their psychological wellbeing. The study will provide settlement sectors and service providers with crucial new knowledge ....Rebuilding Life After Migration for Young Refugees and Migrants . This project aims to provide a comprehensive understanding of refugee and migrant youth settlement experiences and its impact on psychological wellbeing and the role of support services. It will focus on the policies and practices that shape the settlement experiences of refugee and migrant youth which promote their psychological wellbeing. The study will provide settlement sectors and service providers with crucial new knowledge of how settlement policies and practices can foster refugee and migrant psychological wellbeing. Outcomes of this project will include the development of research-based guides to good policy and practice in settlement services to improve psychological wellbeing outcomes for immigrant communities.Read moreRead less
Improving the diagnosticity of eyewitness memory choices. Eyewitness identification error is common and costly. This project aims to improve the quality of information provided by eyewitnesses, and the ability of police officers and triers of fact (e.g., juries, judges) to evaluate this information. Laboratory investigations will determine how best to test memory and confidence to achieve this aim. A new class of cognitive models will provide a unified account of response accuracy, response time ....Improving the diagnosticity of eyewitness memory choices. Eyewitness identification error is common and costly. This project aims to improve the quality of information provided by eyewitnesses, and the ability of police officers and triers of fact (e.g., juries, judges) to evaluate this information. Laboratory investigations will determine how best to test memory and confidence to achieve this aim. A new class of cognitive models will provide a unified account of response accuracy, response time, and confidence, suitable for application to computerized testing scenarios. The models and testing methods validated in the laboratory will be refined for application in eyewitness memory settings, facilitating better evaluation of identification evidence, and potentially reducing wrongful convictions.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE210100098
Funder
Australian Research Council
Funding Amount
$1,974,000.00
Summary
Enabling the Future of the Australian Collider Physics Program. The project aims to fund the continuation of Australia’s very successful experimental particle physics program to explore how the universe works at it's fundamental level. We interrogate subatomic matter at the energy frontier at CERN's Large Hadron Collider and the intensity frontier at Japan's SuperKEKB collider. The basic contributions required for Australian membership of these two key programs will enable scientists to continue ....Enabling the Future of the Australian Collider Physics Program. The project aims to fund the continuation of Australia’s very successful experimental particle physics program to explore how the universe works at it's fundamental level. We interrogate subatomic matter at the energy frontier at CERN's Large Hadron Collider and the intensity frontier at Japan's SuperKEKB collider. The basic contributions required for Australian membership of these two key programs will enable scientists to continue capitalising on decades of hard work and accumulated expertise, significant project outcomes and benefits include: access for Australia to advanced instruments and international research facilities; training of the next generation of researchers in detector construction and operation; and a rich science program.Read moreRead less
Industrial Transformation Training Centres - Grant ID: IC170100030
Funder
Australian Research Council
Funding Amount
$4,133,659.00
Summary
ARC Training Centre in Cognitive Computing for Medical Technologies. The ARC Training Centre in Cognitive Computing for Medical Technologies aims to create a workforce that is expert in developing, applying and interrogating cognitive computing technologies in data-intensive medical contexts. This will facilitate the next generation of data-driven and machine learning-based medical technologies. The Centre will provide a world-class industry-driven research training environment for PhD students ....ARC Training Centre in Cognitive Computing for Medical Technologies. The ARC Training Centre in Cognitive Computing for Medical Technologies aims to create a workforce that is expert in developing, applying and interrogating cognitive computing technologies in data-intensive medical contexts. This will facilitate the next generation of data-driven and machine learning-based medical technologies. The Centre will provide a world-class industry-driven research training environment for PhD students and postdoctoral researchers. These researchers will lead the medical technology industry into a new era of data-driven personalised and precision medical devices and applications. The Centre will result in the development of capabilities in the core technologies of machine learning and the practical application of cognitive computing in the area of health.Read moreRead less
ARC Centre of Excellence for Dark Matter Particle Physics. The Centre of Excellence for Dark Matter Particle Physics will deliver breakthroughs in our understanding of the Universe through the pursuit of the discovery of dark matter particles which comprise 80% of the mass of the universe. It assembles for the first time a strong and diverse team of physicists from particle, nuclear, and quantum physics as well as particle astrophysics. It will deliver high-profile experiments using new cutting- ....ARC Centre of Excellence for Dark Matter Particle Physics. The Centre of Excellence for Dark Matter Particle Physics will deliver breakthroughs in our understanding of the Universe through the pursuit of the discovery of dark matter particles which comprise 80% of the mass of the universe. It assembles for the first time a strong and diverse team of physicists from particle, nuclear, and quantum physics as well as particle astrophysics. It will deliver high-profile experiments using new cutting-edge technologies. The Centre will exploit the unique geographical location of the first underground physics lab in the Southern Hemisphere. The ultra-sensitive detectors and ultra-low radiation techniques will translate into a broad range of industrial applications and train a new generation of scientists.Read moreRead less