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Discovery Early Career Researcher Award - Grant ID: DE120101588
Funder
Australian Research Council
Funding Amount
$375,000.00
Summary
The impact of aggregate and idiosyncratic shocks and uncertainties: do immigrants behave differently than the native-born? The project will examine the role of shocks/uncertainties on differences in consumption, savings and labour supply of immigrant and native-born indigenous and non-indigenous population. The results will help guide the formulation of immigration/integration policy, and facilitate the design of programs in response to shocks and financial crises.
Discovery Early Career Researcher Award - Grant ID: DE120100163
Funder
Australian Research Council
Funding Amount
$375,000.00
Summary
Modelling and simulation of instabilities in unsaturated soils due to wetting. Ground instabilities due to wetting are a critical issue that will be investigated through this project via the development of risk assessment tools. A rational engineering approach and calculation framework will be developed in order to predict failures and facilitate the design of new safer structures.
Discovery Early Career Researcher Award - Grant ID: DE160100525
Funder
Australian Research Council
Funding Amount
$392,053.00
Summary
Index Theory for Spaces with Symmetries. This project aims to study spaces with symmetries, which are important geometric models in topology and representation theory. The project plans to conduct research into geometric approaches to the representation theory of groups using KK theory and index theory from the perspective of operator algebra. The expected outcomes of this project are constructions of new topological invariants and their geometric formulas for spaces with symmetries and applicat ....Index Theory for Spaces with Symmetries. This project aims to study spaces with symmetries, which are important geometric models in topology and representation theory. The project plans to conduct research into geometric approaches to the representation theory of groups using KK theory and index theory from the perspective of operator algebra. The expected outcomes of this project are constructions of new topological invariants and their geometric formulas for spaces with symmetries and applications in representation theory.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE190100840
Funder
Australian Research Council
Funding Amount
$375,000.00
Summary
Monitoring financial bubbles using high-frequency data. This project aims to develop an econometric procedure for monitoring speculative behaviour, often labelled as bubbles, in financial markets. There has been widespread recognition that financial speculation can inflict harm on the real economy. Crises or recessions are often preceded by excessive asset market speculation. This project will utilise intraday information for bubble detection and address major technical challenges arising from h ....Monitoring financial bubbles using high-frequency data. This project aims to develop an econometric procedure for monitoring speculative behaviour, often labelled as bubbles, in financial markets. There has been widespread recognition that financial speculation can inflict harm on the real economy. Crises or recessions are often preceded by excessive asset market speculation. This project will utilise intraday information for bubble detection and address major technical challenges arising from high-frequency financial data. It is expected to significantly improve the speed and accuracy of bubble detection, thereby providing more timely and precise warning alerts for investment decisions, market surveillance and policy action.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE210101344
Funder
Australian Research Council
Funding Amount
$364,981.00
Summary
Advancing genomic-driven infectious diseases modelling. Emerging infectious diseases and antimicrobial resistance are among the greatest threats to Australian health and agriculture, and current surveillance tools may fail to detect and mitigate infectious disease outbreaks in real time. This project will develop advanced phylodynamic methods (i.e., mathematical models of infectious disease transmission and pathogen evolution) to enable real-time surveillance of infectious disease outbreaks as t ....Advancing genomic-driven infectious diseases modelling. Emerging infectious diseases and antimicrobial resistance are among the greatest threats to Australian health and agriculture, and current surveillance tools may fail to detect and mitigate infectious disease outbreaks in real time. This project will develop advanced phylodynamic methods (i.e., mathematical models of infectious disease transmission and pathogen evolution) to enable real-time surveillance of infectious disease outbreaks as they emerge and monitor levels of drug resistance.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE120100901
Funder
Australian Research Council
Funding Amount
$375,000.00
Summary
Deformation quantisation and index theory for semi-simple groups. Deformation quantisation is a mathematical technique for describing the counter-intuitive geometry of quantum physics as a small variation of classical geometry as Newton would have known it. This project will apply the same techniques to solve fundamental mathematical problems in the study of symmetries.
Discovery Early Career Researcher Award - Grant ID: DE160100999
Funder
Australian Research Council
Funding Amount
$295,020.00
Summary
Applying forward-backward stochastic differential equations to optimisation. This project intends to develop new ways to solve optimisation problems that are currently difficult to solve because of their complexity and size. In particular, forward–backward stochastic differential equations (FBSDEs) are a new technique that is showing ways to solve problems for which there is yet to be a solution. This project's focus will be on problems that cannot use existing software because the decision-maki ....Applying forward-backward stochastic differential equations to optimisation. This project intends to develop new ways to solve optimisation problems that are currently difficult to solve because of their complexity and size. In particular, forward–backward stochastic differential equations (FBSDEs) are a new technique that is showing ways to solve problems for which there is yet to be a solution. This project's focus will be on problems that cannot use existing software because the decision-making processes require intensive consideration of all possible outcomes in the modelled environment. In comparison to previous optimisation methods, the FBSDE approach is easier to work with and much more informative. The project's main potential applications are multiplayer games with mean-field interaction and financial markets with partial information.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE120101707
Funder
Australian Research Council
Funding Amount
$375,000.00
Summary
Regularisation methods for solving nonlinear ill-posed inverse problems. Nonlinear inverse problems arise in numerous applications and their stable resolutions require regularisation methods. This project will develop various efficient solvers by using optimisation tools and Newton type procedures and consider their convergence properties. The methods will be applied to practical problems including the tomography techniques.
Discovery Early Career Researcher Award - Grant ID: DE180100688
Funder
Australian Research Council
Funding Amount
$336,446.00
Summary
Nanosensors in artificial cochlea for natural hearing. This project aims to develop a miniaturised and implantable cochlear that closely mimics the human auditory system by utilising advanced microfabrication techniques. This project expects to generate new knowledge in engineering hearing and vestibular hair cells and also on tonotopic organisation of cochlear. Expected outcomes include study of auditory hair cells and development of implantable ear-on-a-chip devices. This project is expected t ....Nanosensors in artificial cochlea for natural hearing. This project aims to develop a miniaturised and implantable cochlear that closely mimics the human auditory system by utilising advanced microfabrication techniques. This project expects to generate new knowledge in engineering hearing and vestibular hair cells and also on tonotopic organisation of cochlear. Expected outcomes include study of auditory hair cells and development of implantable ear-on-a-chip devices. This project is expected to enable low-cost production of highly engineered implant cochlear with great potential for commercialisation.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE230101131
Funder
Australian Research Council
Funding Amount
$458,039.00
Summary
Understanding drivers and deterrents of Australia's illicit tobacco market. As Australia implements policies that reduce the availability and affordability of tobacco, demand for illicit tobacco is likely to grow. This research aims to generate new knowledge about the drivers and deterrents of demand for illicit tobacco through three inter-related projects. Expected outcomes include a comprehensive understanding of factors influencing Australians’ demand for illicit tobacco, and expert-informed ....Understanding drivers and deterrents of Australia's illicit tobacco market. As Australia implements policies that reduce the availability and affordability of tobacco, demand for illicit tobacco is likely to grow. This research aims to generate new knowledge about the drivers and deterrents of demand for illicit tobacco through three inter-related projects. Expected outcomes include a comprehensive understanding of factors influencing Australians’ demand for illicit tobacco, and expert-informed policy recommendations to reduce demand for and deter use of illicit tobacco. With no substantive Australian research on this topic for more than 15 years, this research will be essential to reduce the impacts of the illicit tobacco market, including substantial losses in tax revenue and the funding of organised crime.Read moreRead less