Industrial Transformation Research Hubs - Grant ID: IH180100002
Funder
Australian Research Council
Funding Amount
$5,000,000.00
Summary
ARC Research Hub for Driving Farming Productivity and Disease Prevention. The ARC Research Hub for Driving Farming Productivity and Disease Prevention aims to increase farm production and disease prevention through advancing and transferring new artificial intelligence technologies into industrial deployment. The Hub will combine machine vision, machine learning, software quality control, engineering, biology, and farming industries to develop technologies to build more intelligent systems. Thes ....ARC Research Hub for Driving Farming Productivity and Disease Prevention. The ARC Research Hub for Driving Farming Productivity and Disease Prevention aims to increase farm production and disease prevention through advancing and transferring new artificial intelligence technologies into industrial deployment. The Hub will combine machine vision, machine learning, software quality control, engineering, biology, and farming industries to develop technologies to build more intelligent systems. These dynamic systems will help determine what goal to achieve and the most efficient plan to achieve it. This Hub is expected to contribute to higher farming efficiency, lower production costs and fewer disease risks, giving the Australian industry new business opportunities and an international competitive advantage.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE220100265
Funder
Australian Research Council
Funding Amount
$417,000.00
Summary
A closed-loop human–agent learning framework to enhance decision making. This project aims to design a foundational human–agent learning framework to augment the decision making process, using reinforcement and closed-loop mechanisms to enable symbiosis between a human and an artificial-intelligence agent. It envisages significant new technologies to promote controllability and efficient and safe exploration of an environment for decision actions – drastically boosting learning effectiveness and ....A closed-loop human–agent learning framework to enhance decision making. This project aims to design a foundational human–agent learning framework to augment the decision making process, using reinforcement and closed-loop mechanisms to enable symbiosis between a human and an artificial-intelligence agent. It envisages significant new technologies to promote controllability and efficient and safe exploration of an environment for decision actions – drastically boosting learning effectiveness and interpretability in decision making. Expected outcomes will benefit national cybersecurity by improving our understanding of vulnerabilities and threats involving decision actions, and by ensuring that human feedback and evaluations can help prevent catastrophic events in explorations of dynamic and complex environments.Read moreRead less
Three-dimensional Bayesian Modelling of Geological and Geophysical data. The project aims to develop technologies enabling rapid informed decision-making related to the management of natural resources, including critical metals, copper and water. This new technology will support a greener future, securing our energy future, our access to clean water and reduce the mining footprint. Expected outcomes include an enhanced capability in interoperable, integrated three-dimensional geological and geop ....Three-dimensional Bayesian Modelling of Geological and Geophysical data. The project aims to develop technologies enabling rapid informed decision-making related to the management of natural resources, including critical metals, copper and water. This new technology will support a greener future, securing our energy future, our access to clean water and reduce the mining footprint. Expected outcomes include an enhanced capability in interoperable, integrated three-dimensional geological and geophysical modelling in order to predictively characterise sub-surface geology. The outcome will be an open-source forecasting dashboard enabling decision making while considering underlying risk related to resource extractions and management with significant benefits to the Australian society (lower emissions, clean water).Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE210100155
Funder
Australian Research Council
Funding Amount
$909,079.00
Summary
Advancing 4D fluorescence microscopy within Australia. This multi-institutional proposal aims to establish a state-of-the-art Lightsheet microscope facility in South Australia with enhanced analysis infrastructure and a national user support network. Expectations are, this will transform researcher outcomes for multiple disciplines by facilitating high-resolution four-dimensional interrogation of novel biological processes. Significant benefits will include the ability to image deep within livin ....Advancing 4D fluorescence microscopy within Australia. This multi-institutional proposal aims to establish a state-of-the-art Lightsheet microscope facility in South Australia with enhanced analysis infrastructure and a national user support network. Expectations are, this will transform researcher outcomes for multiple disciplines by facilitating high-resolution four-dimensional interrogation of novel biological processes. Significant benefits will include the ability to image deep within living tissue over long time-scales without inducing phytotoxicity to produce high-impact fundamental and translatable outcomes, the development of novel probes and methodologies, new cross-disciplinary collaborations, and new and unique funding, student training and public engagement opportunities.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
Creating a national time and frequency network for Australia. This project will develop the means to distribute accurate time and frequency across the Australian continent via an optical fibre network. This network will meet the needs of future telecommunications, science and astronomy projects including the Australian bid for the Square Kilometre Array radio-astronomy project.
Special Research Initiatives - Grant ID: SR120200004
Funder
Australian Research Council
Funding Amount
$30,000,000.00
Summary
Australian Synchrotron Access Program. The Australian Synchrotron epitomises scientific research excellence in Australian and New Zealand. Its impact spans nearly every research sector. This proposal brings together over 30 Australian universities working together to ensure that world-class peer-reviewed science continues to be performed at the Australian Synchrotron.
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE180100118
Funder
Australian Research Council
Funding Amount
$159,450.00
Summary
Sensor calibration facility for spectral and thermal remote sensing. This project aims to establish a calibration facility for the radiometric and spectral correction of hyperspectral and thermal sensors for ultrahigh-resolution remote sensing. Sensor calibration and characterisation is critical to the accuracy of hyperspectral and thermal data products, however, there is no central facility in Australia for this purpose. This project will provide significant benefits, such as growing our capaci ....Sensor calibration facility for spectral and thermal remote sensing. This project aims to establish a calibration facility for the radiometric and spectral correction of hyperspectral and thermal sensors for ultrahigh-resolution remote sensing. Sensor calibration and characterisation is critical to the accuracy of hyperspectral and thermal data products, however, there is no central facility in Australia for this purpose. This project will provide significant benefits, such as growing our capacity in ultrahigh-resolution remote sensing for ecosystem science, biosecurity, and disaster response.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE160100094
Funder
Australian Research Council
Funding Amount
$150,000.00
Summary
The Mopra Radio Telescope. The Mopra Radio Telescope:
This project aims to use Australia’s Mopra Radio Telescope – the largest millimetre-wave dish in the southern hemisphere – to complete a survey of the distribution of molecular gas across the southern Milky Way. The millimetre-wavelength sky holds the key for understanding molecular clouds in which stars are born, and the Mopra Telescope is the world’s most capable facility for imaging these clouds. The expected outcome is an order of magnit ....The Mopra Radio Telescope. The Mopra Radio Telescope:
This project aims to use Australia’s Mopra Radio Telescope – the largest millimetre-wave dish in the southern hemisphere – to complete a survey of the distribution of molecular gas across the southern Milky Way. The millimetre-wavelength sky holds the key for understanding molecular clouds in which stars are born, and the Mopra Telescope is the world’s most capable facility for imaging these clouds. The expected outcome is an order of magnitude improvement in the clarity of our view of this central component of the Galaxy. The project also aims to enable Mopra to serve as a key element in the Australian Long Baseline Array. The project aims to ensure Australian involvement in three grand design international endeavours.Read moreRead less
Advanced matrix-analytic methods with applications. Over the last twenty-five years, matrix-analytic methods have proved to be very successful in formulating and analysing certain classes of stochastic models. Motivated by applications, this project will investigate more advanced matrix-analytic methods than have hitherto been studied.