Human Scheduling of Perceptual Tasks. This project aims to develop a novel approach for synthesising how people prioritise information with theories of attention and decision making. Characterising inefficient scheduling in the tradeoff between the difficulty and the cost/benefit of different subtasks will allow the development of a formal computional model that generalises statistical models of rank order data to a theory of the timing of scheduling decisions and task completions. Outcomes incl ....Human Scheduling of Perceptual Tasks. This project aims to develop a novel approach for synthesising how people prioritise information with theories of attention and decision making. Characterising inefficient scheduling in the tradeoff between the difficulty and the cost/benefit of different subtasks will allow the development of a formal computional model that generalises statistical models of rank order data to a theory of the timing of scheduling decisions and task completions. Outcomes include benchmark data from a novel paradigm for studying perceptual decisions and behavior and a model which can explain and predict human scheduling. This project aims to benefit industry by allowing for the simulation of information prioritisation by human agents in complex environments.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
Investigating the role of Zona Incerta RXFP3+ cells in learning and memory. Learning and memory are fundamental to human and animal behaviour. We identified a specific population of cells in the zona incerta of the brain, where activation inhibits expression of memory, and facilitates the acquisition of new learning. Aside from our observations, nothing is currently known about the anatomy and function of these cells. This project aims to map how they connect to the rest of the brain, to observe ....Investigating the role of Zona Incerta RXFP3+ cells in learning and memory. Learning and memory are fundamental to human and animal behaviour. We identified a specific population of cells in the zona incerta of the brain, where activation inhibits expression of memory, and facilitates the acquisition of new learning. Aside from our observations, nothing is currently known about the anatomy and function of these cells. This project aims to map how they connect to the rest of the brain, to observe how these connections are recruited during learning and memory, and then to test their function experimentally. The outcomes will extend the known neural circuitry that controls learning by defining how and where these unexplored pathways fit within it; thus advancing knowledge regarding neural regulation of behaviour.
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Advanced metallisation for III-V Photovoltaic Solar Power Systems. This project aims to augment the overall electrical efficiency of concentrator photovoltaic solar systems that provide large-scale generation of cheap, clean electricity. Existing concentrator solar cells are highly efficient (>40%) but their performance is hampered by thick front-metal contacts that shade the cell. The project is expected to develop a new concentrator solar cell metalisation and insulation technology. The benefi ....Advanced metallisation for III-V Photovoltaic Solar Power Systems. This project aims to augment the overall electrical efficiency of concentrator photovoltaic solar systems that provide large-scale generation of cheap, clean electricity. Existing concentrator solar cells are highly efficient (>40%) but their performance is hampered by thick front-metal contacts that shade the cell. The project is expected to develop a new concentrator solar cell metalisation and insulation technology. The benefit of the project will be a direct increase in the system efficiency and simplified manufacturing of the concentrator solar receiver, which in turn reduces the cost of the concentrator power plant constructed by our Australian project partner RayGen Resources Pty Ltd.Read moreRead less
In search of relevant things: A novel approach for image analysis. This project aims to investigate how experts’ cognitive processes may be transferred to computers for the automatic recognition of visual features. By merging computer and brain sciences, the project will characterise the way the brains of experts understand what is seen, in order to translate such a process in a new computer vision tool. This should provide significant benefits, such as automatic detection of threats or diseases ....In search of relevant things: A novel approach for image analysis. This project aims to investigate how experts’ cognitive processes may be transferred to computers for the automatic recognition of visual features. By merging computer and brain sciences, the project will characterise the way the brains of experts understand what is seen, in order to translate such a process in a new computer vision tool. This should provide significant benefits, such as automatic detection of threats or diseases in satellite and diagnostic imaging, respectively, among other applications. For the first time, the combination of how a computer analyses an image and how an expert interprets it will be used as a common language to enable machines to process visual information in a manner that mimics the way human brains do.Read moreRead less
Accuracy and cost-effectiveness of technology-assisted dietary assessment. This project aims to compare leading methods for technology-assisted dietary assessment. Excessive cost and questionable accuracy limit the routine use of dietary assessment and undermine decision making in Australia. This project intends to compare three technology methods of assessing diet with the current standard recall method used in population surveys in order to confirm if the use of food images and automated metho ....Accuracy and cost-effectiveness of technology-assisted dietary assessment. This project aims to compare leading methods for technology-assisted dietary assessment. Excessive cost and questionable accuracy limit the routine use of dietary assessment and undermine decision making in Australia. This project intends to compare three technology methods of assessing diet with the current standard recall method used in population surveys in order to confirm if the use of food images and automated methods provide new approaches to improve accuracy and consumer acceptability. Expected outcomes of this project include more accurate and acceptable methods of assessing dietary intake. These findings will inform decision making for researchers, policy makers and practitioners in Australia, and potentially lead to more regular population surveillance.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE230100637
Funder
Australian Research Council
Funding Amount
$428,154.00
Summary
An integrated electrolyser for CO2 conversion from capture media. This project aims to develop an efficient electrochemical method to convert carbon dioxide (CO2) to valuable chemicals. It expects to displace the energy-costly step of its upstream CO2 capture process. The key novelty is the use of flow-through electrodes and optimal solvents to promote CO2 conversion at high rates. Expected outcomes include enhanced efficiency of CO2 sequestration, and new techniques to develop electrodes with w ....An integrated electrolyser for CO2 conversion from capture media. This project aims to develop an efficient electrochemical method to convert carbon dioxide (CO2) to valuable chemicals. It expects to displace the energy-costly step of its upstream CO2 capture process. The key novelty is the use of flow-through electrodes and optimal solvents to promote CO2 conversion at high rates. Expected outcomes include enhanced efficiency of CO2 sequestration, and new techniques to develop electrodes with well-controlled local reaction environments, which are essential for electrochemical energy conversion and storage. This will benefit Australia's environment and industries such as cement and aluminium manufacturing in managing carbon emissions, and accelerate Australia’s transition to a carbon-neutral economy.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE240100091
Funder
Australian Research Council
Funding Amount
$1,000,000.00
Summary
Deep imaging for understanding molecular processes in complex organisms. This project aims to establish a new fluorescence-based imaging platform that provides an unprecedented combination of sensitivity and spectral discrimination for investigating molecular processes deep within biological tissues. It aims to generate fundamental knowledge in biology, chemistry and materials science relevant to emerging technologies including synthetic tissue construction, nanoparticle assisted delivery of bio ....Deep imaging for understanding molecular processes in complex organisms. This project aims to establish a new fluorescence-based imaging platform that provides an unprecedented combination of sensitivity and spectral discrimination for investigating molecular processes deep within biological tissues. It aims to generate fundamental knowledge in biology, chemistry and materials science relevant to emerging technologies including synthetic tissue construction, nanoparticle assisted delivery of bioactive compounds, molecular sensors, and designer plants. Expected outcomes are high impact discoveries, training opportunities, cross-disciplinary and cross-institutional collaborations and publications addressing fundamental questions that will ultimately contribute to improved crop production and biomedical products.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE240100084
Funder
Australian Research Council
Funding Amount
$950,000.00
Summary
Australia’s fuel cells and electrolysers prototyping and testing facility. This project aims to address a major gap in Australian infrastructure for researching and developing technologies for Power to X, including hydrogen production and use. The aspiration is to establish an integrated fuel cell and electrolyser prototyping and testing facility to support Australia’s excellent fundamental research in advanced energy materials, electrocatalysis, and engineering design. The aim is to equip the r ....Australia’s fuel cells and electrolysers prototyping and testing facility. This project aims to address a major gap in Australian infrastructure for researching and developing technologies for Power to X, including hydrogen production and use. The aspiration is to establish an integrated fuel cell and electrolyser prototyping and testing facility to support Australia’s excellent fundamental research in advanced energy materials, electrocatalysis, and engineering design. The aim is to equip the research community with the capability to fabricate electrolyser and fuel cell prototypes at relevant scales to accelerate translational research in these areas. Doing so will also enable the technical and expertise platform needed to support industry's transition toward Australia’s 2050 net zero objective.Read moreRead less