Sibling influence on development of children with autism spectrum disorder. This project aims to investigate how typically-developing siblings affect the development of children with autism spectrum disorder (ASD). ASD involves difficulties with language, executive functions and social understanding. For typically-developing children, growing up with siblings gives an advantage in these cognitive functions. Yet little is known about how having siblings’ impacts on cognitive development of childr ....Sibling influence on development of children with autism spectrum disorder. This project aims to investigate how typically-developing siblings affect the development of children with autism spectrum disorder (ASD). ASD involves difficulties with language, executive functions and social understanding. For typically-developing children, growing up with siblings gives an advantage in these cognitive functions. Yet little is known about how having siblings’ impacts on cognitive development of children with ASD. The project intends to longitudinally explore the mechanisms of sibling impact in families with and without a child with ASD. The outcomes will deepen understanding of child development, providing an evidence base for effective interventions to increase child competence and aiming ultimately to reduce the social costs of ASD.Read moreRead less
"I think; therefore I am": Loneliness and neurodevelopmental disorders. This project aims to develop a 3-D animated program for adolescents with neurodevelopmental disorders (NDDs) that alters the automatic biases arising from their everyday social communication difficulties (including via social media), which result in negative thought patterns and loneliness. Negative thought patterns, which are arguably the hallmarks of, and causal in, the development of emotional dysfunction are amplified by ...."I think; therefore I am": Loneliness and neurodevelopmental disorders. This project aims to develop a 3-D animated program for adolescents with neurodevelopmental disorders (NDDs) that alters the automatic biases arising from their everyday social communication difficulties (including via social media), which result in negative thought patterns and loneliness. Negative thought patterns, which are arguably the hallmarks of, and causal in, the development of emotional dysfunction are amplified by loneliness, and adolescents with NDDs experience significantly greater levels of loneliness. Altering these negative thought patterns via an engaging 3-D animated program offers great potential to improve educational and social-emotional outcomes along with generating economic benefits nationally and internationally.Read moreRead less
Neurodevelopmental disorders and loneliness: School predictors & outcomes. This project aims to establish trajectories of loneliness across the 10-18 year developmental period in adolescents with neuro-developmental disorders (NDDs). This is significant because adolescence is the peak period for loneliness and the social communication difficulties experienced by adolescents with NDDs place them at greater risk of loneliness. Lower levels of school attendance, connectedness and mental well-being, ....Neurodevelopmental disorders and loneliness: School predictors & outcomes. This project aims to establish trajectories of loneliness across the 10-18 year developmental period in adolescents with neuro-developmental disorders (NDDs). This is significant because adolescence is the peak period for loneliness and the social communication difficulties experienced by adolescents with NDDs place them at greater risk of loneliness. Lower levels of school attendance, connectedness and mental well-being, and higher rates of disruptive behaviour, expulsion, drop-out, depression, social withdrawal, and suicide ideation are strongly linked to loneliness. Therefore predicting critical times in trajectories will enhance emotional, behavioural and school related outcomes and optimise economic, societal and quality of life benefits.Read moreRead less
New Insights on Modelling Time Trends with Panel Data: Theory and Practice. This project aims to tackle important challenges in time trend modelling by taking advantage of panel data structures. This project expects to propose flexible models in time trend modelling to retrieve reliable inference. The expected outcomes include innovative econometric models and methods that have a wide range of applications, and are particularly suited for empirical problems within large and complex systems. This ....New Insights on Modelling Time Trends with Panel Data: Theory and Practice. This project aims to tackle important challenges in time trend modelling by taking advantage of panel data structures. This project expects to propose flexible models in time trend modelling to retrieve reliable inference. The expected outcomes include innovative econometric models and methods that have a wide range of applications, and are particularly suited for empirical problems within large and complex systems. This will provide significant benefits to all fields in which data displays any form of trending behaviour. The proposed model is used to evaluate the economic consequences of climate change and global housing market contagion, which provide strong evidence-based insights to the environmental and economic policies in Australia.Read moreRead less
When do gestures become linguistic? Understanding the gesture-language interface through a corpusbased study of pointing signs in signed languages. This project will use corpus-based and experimental studies to compare pointing signs in three sign languages with pointing gestures used by hearing non-signers in order to answer the question: What relationship do gestures have to language? It will help us understand how pointing works as part of a sign language system, and how it is used as co-spee ....When do gestures become linguistic? Understanding the gesture-language interface through a corpusbased study of pointing signs in signed languages. This project will use corpus-based and experimental studies to compare pointing signs in three sign languages with pointing gestures used by hearing non-signers in order to answer the question: What relationship do gestures have to language? It will help us understand how pointing works as part of a sign language system, and how it is used as co-speech gesture. Both spoken languages and sign languages make use of pointing, and thus it represents a unique case study for the investigation of the relationship between gesture and language. This project will provide a distinctive contribution to our knowledge about the relationship between language and other aspects of human communication. Read moreRead less
Computational modelling of nanofluids for industrial applications. The use of nanoparticles in heat transfer fluids, then known as nanofluids, increases their specific heat and thermal conductivity. Recent experimental works highlight that anomalous transport phenomena are evident in nanofluids that cannot be adequately described by classical conservation laws. We will extend these conservation laws to incorporate fractional operators to capture the fluid memory effects and the impact of particl ....Computational modelling of nanofluids for industrial applications. The use of nanoparticles in heat transfer fluids, then known as nanofluids, increases their specific heat and thermal conductivity. Recent experimental works highlight that anomalous transport phenomena are evident in nanofluids that cannot be adequately described by classical conservation laws. We will extend these conservation laws to incorporate fractional operators to capture the fluid memory effects and the impact of particle clustering. Computational modelling and experimental investigations will be undertaken to identify the heat transfer mechanisms of various nanofluids. The outcomes of the work will increase knowledge on nanofluids and offer a significant opportunity to improve the efficiency of many thermal engineering systems.Read moreRead less
Measuring uncertainty in global housing markets and its risk to Australia. This project aims to develop and construct a measure of systemic risk for the national real-estate markets in Australia, and its main trading partners, namely China, Japan, New Zealand, United Kingdom and United States of America. Recently developed methodology will be used to investigate how real estate risks migrate across these countries over time, and during periods of financial turbulence. This methodology is intende ....Measuring uncertainty in global housing markets and its risk to Australia. This project aims to develop and construct a measure of systemic risk for the national real-estate markets in Australia, and its main trading partners, namely China, Japan, New Zealand, United Kingdom and United States of America. Recently developed methodology will be used to investigate how real estate risks migrate across these countries over time, and during periods of financial turbulence. This methodology is intended to be employed as part of a market stability surveillance program and for assessing the impact of real-estate risk on the overall economy. Early detection of the onset of future housing bubble collapses would be of significant benefit to policy makers, Australia’s trading partners, the real estate industry and ultimately home buyers.Read moreRead less
Advanced Bayesian Inversion Algorithms for Wave Propagation. This project aims to improve algorithms for detecting hidden items by developing new computational mathematical techniques capable of reconstructing the shape and location of objects using electromagnetic waves. This project expects to generate new knowledge in the areas of Bayesian Inversion and computational wave propagation. Expected outcomes of this project are algorithms that can be developed for use in nonintrusive radio wave sec ....Advanced Bayesian Inversion Algorithms for Wave Propagation. This project aims to improve algorithms for detecting hidden items by developing new computational mathematical techniques capable of reconstructing the shape and location of objects using electromagnetic waves. This project expects to generate new knowledge in the areas of Bayesian Inversion and computational wave propagation. Expected outcomes of this project are algorithms that can be developed for use in nonintrusive radio wave security scanners. This should provide benefits such as the capability to scan a crowd without a checkpoint, which will have the potential to improve security in public places.Read moreRead less
Econometric studies of the dynamics of loneliness and social isolation. This project aims to provide new insights into the socioeconomic dynamics of loneliness and social isolation using advanced econometric modelling techniques applied to longitudinal data from Australia and the UK. This project will apply advanced econometric modelling techniques to data from four nationally-representative longitudinal surveys to substantively help address these knowledge gaps, giving policy-makers new informa ....Econometric studies of the dynamics of loneliness and social isolation. This project aims to provide new insights into the socioeconomic dynamics of loneliness and social isolation using advanced econometric modelling techniques applied to longitudinal data from Australia and the UK. This project will apply advanced econometric modelling techniques to data from four nationally-representative longitudinal surveys to substantively help address these knowledge gaps, giving policy-makers new information about how to address these growing societal concerns. The expected outcomes will provide policy-makers with a better understanding of the socioeconomic triggers for loneliness and social isolation; quantify the costs of loneliness and social isolation on health and wellbeing; and identify policy interventions aimed at reducing loneliness and social isolation.Read moreRead less
A Functional Analysis of the Hypoelliptic Laplacian. Strike a bell, a sphere, or any geometrical object, and it rings. The frequencies of ringing are the mathematical spectrum, which encodes deep secrets about the shape of the object. The spectrum of the hypoelliptic laplacian is known to carry deep truths in mathematics and physics, but it remains difficult to understand. We propose a new analytic foundation, which will replace the so far non-analytical ad hoc approach, and make accessible many ....A Functional Analysis of the Hypoelliptic Laplacian. Strike a bell, a sphere, or any geometrical object, and it rings. The frequencies of ringing are the mathematical spectrum, which encodes deep secrets about the shape of the object. The spectrum of the hypoelliptic laplacian is known to carry deep truths in mathematics and physics, but it remains difficult to understand. We propose a new analytic foundation, which will replace the so far non-analytical ad hoc approach, and make accessible many new results. It is key to better understanding differential equations which lie at the boundary between quantum mechanics and the classical world. This will pave the way for Australian leadership in a new century of differential equations and geometry, and training of young mathematicians.Read moreRead less