Physics-aware machine learning for data-driven fire risk prediction. The 2019/20 Australian fire season was unprecedented in its extent, impact, and the response of fire agencies. In this project, we aim to answer the question: was the scale of these fires driven by known drivers of fire (drought, weather, fuels and ignitions), or were fundamentally new undescribed processes and phenomena involved? We will accomplish this by developing an innovative, physics-aware machine learning model of fire ....Physics-aware machine learning for data-driven fire risk prediction. The 2019/20 Australian fire season was unprecedented in its extent, impact, and the response of fire agencies. In this project, we aim to answer the question: was the scale of these fires driven by known drivers of fire (drought, weather, fuels and ignitions), or were fundamentally new undescribed processes and phenomena involved? We will accomplish this by developing an innovative, physics-aware machine learning model of fire risk and spread, trained and validated on a two-decade satellite fire record. The predictive ability of the model will be tested on the 2019/20 fire season to determine if novel drivers of fire can be identified, and the model itself will be operationalised into a novel short-to-mid term fire risk prediction tool. Read moreRead less
Perceiving and tracking moving objects. Processing and tracking moving objects poses challenges for human perception. To succeed, visual processing must accumulate analyses of the object from its different positions. Perceptual experiments will reveal human limits and yield insights into the underlying mechanisms, providing a basis for understanding object tracking in tasks like driving.
A project to examine and strengthen health care incident disclosure communication. Incidents occur frequently in health care, killing or maiming around 18,000 people per year. This study will map the experiences of patients and clinicians of conducting clinical incident discussions to enhance understanding of post-incident communication dynamics and develop models that facilitate incident communication.
Placental nutrient transport shows how complex traits evolve. This project aims to use amino acid transport in the vertebrate placenta as a model to demonstrate how genes are recruited and modified to produce a major organ. Using an innovative combination of a new technology, selected reaction monitoring, and transcriptomic and molecular approaches, plus carefully selected Australian species pairs, this project will study the evolution of a complex trait (placental amino acid transport). The pr ....Placental nutrient transport shows how complex traits evolve. This project aims to use amino acid transport in the vertebrate placenta as a model to demonstrate how genes are recruited and modified to produce a major organ. Using an innovative combination of a new technology, selected reaction monitoring, and transcriptomic and molecular approaches, plus carefully selected Australian species pairs, this project will study the evolution of a complex trait (placental amino acid transport). The project will provide fundamental advances in our knowledge of the nutrient transport during pregnancy that is required to produce a healthy baby.Read moreRead less
Synthetic phenazines for enhanced biogas production from renewable and non-renewable resources. Methane (biogas) has a large role to play in meeting the energy needs of the human race globally whilst reducing greenhouse gas emissions. Microbial communities are responsible for biogas production from non-renewable (coal) and renewable (food waste) resources. This project seeks to: increase biogas yields by redirecting electron flow towards biogas producing microbes using electrochemically active p ....Synthetic phenazines for enhanced biogas production from renewable and non-renewable resources. Methane (biogas) has a large role to play in meeting the energy needs of the human race globally whilst reducing greenhouse gas emissions. Microbial communities are responsible for biogas production from non-renewable (coal) and renewable (food waste) resources. This project seeks to: increase biogas yields by redirecting electron flow towards biogas producing microbes using electrochemically active phenazines; understand the molecular mechanism by which phenazines increase biogas yields; and, assess the environmental consequence of phenazine application to coal seam gas production and anaerobic digestion of food waste. Phenazines are likely to emerge as a safe and cost-effective technology for improved biogas generation.Read moreRead less
Religious freedom, LGBT+ employees, and the right to discriminate. This research aims to identify constructive strategies to manage religious freedom and LGBT+ rights in religiously affiliated workplaces in education, health care, and social welfare. The project will carefully describe workplace experiences, religious beliefs, and current legislation associated with religious freedom and LGBT+ rights. It will evaluate different policies and managerial practices in terms of their impact on religi ....Religious freedom, LGBT+ employees, and the right to discriminate. This research aims to identify constructive strategies to manage religious freedom and LGBT+ rights in religiously affiliated workplaces in education, health care, and social welfare. The project will carefully describe workplace experiences, religious beliefs, and current legislation associated with religious freedom and LGBT+ rights. It will evaluate different policies and managerial practices in terms of their impact on religious practitioners and LGBT+ workers. The research combines systematic empirical research with legal and philosophical analysis. It will produce findings that policy makers and religiously affiliated social service providers can immediately use to guide their responses to religious freedom and LGBT+ rights.Read moreRead less
Intimacy and Violence in Anglo Pacific Rim settler colonial societies. Violence and intimacy were both fundamental to the formation of settler colonial societies, yet we know surprisingly little of how they were connected. Through a large-scale collaboration of leading scholars, this project aims to produce the first transnational analysis of intimacy and violence as key, intertwined vectors in the development of settler societies across the colonial Anglophone Pacific Rim. Drawing out connectio ....Intimacy and Violence in Anglo Pacific Rim settler colonial societies. Violence and intimacy were both fundamental to the formation of settler colonial societies, yet we know surprisingly little of how they were connected. Through a large-scale collaboration of leading scholars, this project aims to produce the first transnational analysis of intimacy and violence as key, intertwined vectors in the development of settler societies across the colonial Anglophone Pacific Rim. Drawing out connections between the broad-scale dynamics of colonial rule and the violent and intimate domains of its implementation on the ground, the project aims to generate new comparative insights into the development of colonial settler cultures and create enhanced understanding of their legacies for western settler democracies today.Read moreRead less
Feminist theory meets indigenous art. Aboriginal reconciliation is high on the social and cultural agenda in Australian life. The place of art in this political moment has been critical - the culture of Australian indigenous people has come to international attention, and won recognition, largely through art works. This reflects in many cases a political strategy on the part of indigenous communities to use art to depict their traditional Dreamings, of which the world was ignorant. But underlyin ....Feminist theory meets indigenous art. Aboriginal reconciliation is high on the social and cultural agenda in Australian life. The place of art in this political moment has been critical - the culture of Australian indigenous people has come to international attention, and won recognition, largely through art works. This reflects in many cases a political strategy on the part of indigenous communities to use art to depict their traditional Dreamings, of which the world was ignorant. But underlying this, is the assumption made in Aboriginal philosophies that the art is the knowledge it portrays, which in turn evokes title to land through the law of Dreaming, of belonging to "country". To better understand this negotiation advances debate on issues surrounding reconciliation.Read moreRead less
Future fisheries under climate change: the missing role of zooplankton. This project aims to develop the first global ecosystem model with a more realistic representation of zooplankton. Fish are the main source of protein for 3 billion people, yet fish catches are declining. Current models of future fish biomass under climate change do not consider the complex role that zooplankton play in transferring energy from phytoplankton to fish. By resolving the link between phytoplankton and fish, this ....Future fisheries under climate change: the missing role of zooplankton. This project aims to develop the first global ecosystem model with a more realistic representation of zooplankton. Fish are the main source of protein for 3 billion people, yet fish catches are declining. Current models of future fish biomass under climate change do not consider the complex role that zooplankton play in transferring energy from phytoplankton to fish. By resolving the link between phytoplankton and fish, this project will vastly improve estimates of future global fisheries production and regional variation. Such knowledge is vital for future food security in Australia and globally, and also to understand the role of zooplankton in carbon export in the ocean.Read moreRead less
The Construction of Race and Racial Identity at the Antipodes of Empire, 1788-1840. The view that Australia was always a racially based society, pursuing racial policies to the detriment of indigenous Australians and our Asian neighbours, is subject to rancorous national debate. Polemical assertion by high profile journalists that race was never a driving force in Australian history is not conducive to understanding complex history, nor are derogatory attacks on historians helpful in explaining ....The Construction of Race and Racial Identity at the Antipodes of Empire, 1788-1840. The view that Australia was always a racially based society, pursuing racial policies to the detriment of indigenous Australians and our Asian neighbours, is subject to rancorous national debate. Polemical assertion by high profile journalists that race was never a driving force in Australian history is not conducive to understanding complex history, nor are derogatory attacks on historians helpful in explaining the past to our neighbours. Whether colonial Australia was a race-based society remains to be established. With indigenous uncertainty over the demise of ATSIC and rising antagonism among our Islamic neighbours, there is need, as never before, for dispassionate scholarship to provide a complex interpretation of Australia's past.Read moreRead less