Asymptotics of the exponentially small. Asymptotic analysis plays a vital role in studying the complex interfacial dynamics that are fundamental for practical problems in fluid mechanics such as the withdrawal of oil and gas from underground reservoirs and the optimal design of ship hulls to minimise wave drag. These applications exhibit extremely small physical effects that may be crucially important but cannot be described using classical asymptotic analysis. This project will develop state of ....Asymptotics of the exponentially small. Asymptotic analysis plays a vital role in studying the complex interfacial dynamics that are fundamental for practical problems in fluid mechanics such as the withdrawal of oil and gas from underground reservoirs and the optimal design of ship hulls to minimise wave drag. These applications exhibit extremely small physical effects that may be crucially important but cannot be described using classical asymptotic analysis. This project will develop state of the art mathematical techniques in exponential asymptotics to address this deficiency in the classical theory, and provide a deeper understanding of pattern formation, instabilities and wave propagation on the interface between two fluids.Read moreRead less
Image-based Multiscale Modelling of Transport Phenomena in Porous Media. This project aims to develop an innovative general framework to build multiphase porous media transport models directly from electron microscope images of the underlying microstructure. Leading edge experimental, computational and applied mathematical techniques are proposed to drive this novel approach of multiscale modelling, employable across numerous fields of science and engineering. The central project theme of develo ....Image-based Multiscale Modelling of Transport Phenomena in Porous Media. This project aims to develop an innovative general framework to build multiphase porous media transport models directly from electron microscope images of the underlying microstructure. Leading edge experimental, computational and applied mathematical techniques are proposed to drive this novel approach of multiscale modelling, employable across numerous fields of science and engineering. The central project theme of developing an efficient and accurate multiscale model for simulating transport in heterogeneous porous media is expected to find application in the drying, timber and crop industries, and governmental agencies managing pollution in groundwater resources. This insight is likely to be invaluable for designing new industrial technologies and optimising current operations.Read moreRead less
Transforming Australian bio-based industries through multiscale modelling. Agricultural and forestry biomass can be converted into feedstocks for production of biofuels and biomaterials via synthetic biology. A key challenge is the complex biomass microstructure renders it highly resistant to conversion, and pretreatment is crucial for enhancing process efficiency. Micro-CT imaging will enable particle characterisation and identification of changes in the fibre composition during pretreatment. T ....Transforming Australian bio-based industries through multiscale modelling. Agricultural and forestry biomass can be converted into feedstocks for production of biofuels and biomaterials via synthetic biology. A key challenge is the complex biomass microstructure renders it highly resistant to conversion, and pretreatment is crucial for enhancing process efficiency. Micro-CT imaging will enable particle characterisation and identification of changes in the fibre composition during pretreatment. This information will be used to create a virtual biomass particle model for an in silico investigation to inform optimal process design. The framework will transform the way biomass is processed, contributing to the growth of the Australian bio-manufacturing industry by making it more productive, profitable and sustainable.Read moreRead less
Microwave Head Monitor Using Compressed Sensing and Differential Techniques. The aim of this project is the design and development of a low-cost, non-ionising, and non-invasive microwave technology that can be used to diagnose and localise early brain injuries of premature newborn babies. It proposes to include a switched antenna array and wide-band microwave transceiver. The system aims to use a combination of compressed sensing and differential imaging techniques to produce, within a few secon ....Microwave Head Monitor Using Compressed Sensing and Differential Techniques. The aim of this project is the design and development of a low-cost, non-ionising, and non-invasive microwave technology that can be used to diagnose and localise early brain injuries of premature newborn babies. It proposes to include a switched antenna array and wide-band microwave transceiver. The system aims to use a combination of compressed sensing and differential imaging techniques to produce, within a few seconds, microwave images of the brain making it a real-time monitoring tool. By providing vital information about the brain at the incubator side, the proposed compact technology would avoid the risky move of critically ill babies to the expensive and bulky conventional scanners which, furthermore, cannot operate as frequent monitoring tools.Read moreRead less
Engineering the next generation of portable microwave scanners. This project aims to engineer a disruptive technology based on microwave hybrid imaging for biomedical applications. The project will deliver superfine resolution images using a combination of uniform near-field microwave irradiation and infrared imaging. The project will explore novel microwave antenna design, and engineer a portable platform for diagnostic applications. The proposed low-cost, non-invasive, and safe microwave techn ....Engineering the next generation of portable microwave scanners. This project aims to engineer a disruptive technology based on microwave hybrid imaging for biomedical applications. The project will deliver superfine resolution images using a combination of uniform near-field microwave irradiation and infrared imaging. The project will explore novel microwave antenna design, and engineer a portable platform for diagnostic applications. The proposed low-cost, non-invasive, and safe microwave technology will offer significant advantages over conventional diagnostic platforms. Among many potential applications, this innovation will introduce the first portable microwave scanner that can be used for the early detection of skin cancer.Read moreRead less
Portable Microwave Imaging Technology Using Reconfigurable Radar. The aim of this project is the design and development of a portable microwave imaging system to investigate the viability of microwave techniques for early heart failure detection. It will employ conformal antenna arrays integrated with compact reconfigurable radar to obtain super-resolution images that enable the early detection of heart failure. Because of its low-cost, non-ionising and non-invasive properties, it can be used fr ....Portable Microwave Imaging Technology Using Reconfigurable Radar. The aim of this project is the design and development of a portable microwave imaging system to investigate the viability of microwave techniques for early heart failure detection. It will employ conformal antenna arrays integrated with compact reconfigurable radar to obtain super-resolution images that enable the early detection of heart failure. Because of its low-cost, non-ionising and non-invasive properties, it can be used frequently for real-time monitoring, thus providing a significant advantage over conventional imaging equipment and hence paving the way for its broader applications. Moreover, portability of the technology is expected to enable its use for self-monitoring, leading to a significant reduction in health care costs.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE160101565
Funder
Australian Research Council
Funding Amount
$330,000.00
Summary
Flexible data modelling via skew mixture models:challenges and applications. This project seeks to explore new models for handling data with non-normal features. Parametric distributions are fundamental to statistical modelling and inference. For centuries, the ‘normal’ distribution has been the dominant model for continuous data. However, real data rarely satisfy the assumption of normality. There is thus a strong demand for more flexible distributions. This project aims to develop new methodol ....Flexible data modelling via skew mixture models:challenges and applications. This project seeks to explore new models for handling data with non-normal features. Parametric distributions are fundamental to statistical modelling and inference. For centuries, the ‘normal’ distribution has been the dominant model for continuous data. However, real data rarely satisfy the assumption of normality. There is thus a strong demand for more flexible distributions. This project aims to develop new methodologies in finite mixture modelling using skew component distributions to provide better models for handling data with non-normal features (such as skewness, heavy/light tails, and multimodality). Applications may include security intrusion detection, clinical diagnosis and prognosis, and flow and mass cytometry.Read moreRead less
Large dynamic time-varying models for structural macroeconomic inference. This project aims to broaden the range of macroeconomic models that have an integrated capacity for both greater realism and efficiency in analysis. This approach will be applied to two contexts at the forefront of current macroeconomic research, the effects of noisy productivity signals on business cycles and the effects of fiscal policy shocks. Flexible macro-econometric models underpin accurate inference by economists ....Large dynamic time-varying models for structural macroeconomic inference. This project aims to broaden the range of macroeconomic models that have an integrated capacity for both greater realism and efficiency in analysis. This approach will be applied to two contexts at the forefront of current macroeconomic research, the effects of noisy productivity signals on business cycles and the effects of fiscal policy shocks. Flexible macro-econometric models underpin accurate inference by economists and policymakers and the project outputs should provide widespread and significant benefits by improving policy and boosting Australia’s comparative advantage.Read moreRead less
Advertising and Drinking: Does it Matter? The Health profession and various community groups have been demanding the government introduce new alcohol advertising policies that aim to reduce the social cost and misery associated with the misuse of alcohol (estimated to cost Australians about $8 billion, cause about 3,300 deaths and 72,000 hospitalisations annually) and to maintain the health and future well-being of Australians. This project will assess the impact of current advertising policies ....Advertising and Drinking: Does it Matter? The Health profession and various community groups have been demanding the government introduce new alcohol advertising policies that aim to reduce the social cost and misery associated with the misuse of alcohol (estimated to cost Australians about $8 billion, cause about 3,300 deaths and 72,000 hospitalisations annually) and to maintain the health and future well-being of Australians. This project will assess the impact of current advertising policies and the impact of a possible ban on alcohol advertising on the level of alcohol consumption in Australia. The results will be useful to the Australian government, the Australian community and the alcohol industry in developing new advertising policies that aim to reduce alcohol consumption.Read moreRead less