Socially Responsible Insurance in the Age of Artificial Intelligence. This project aims to discover the social costs and benefits of using Artificial Intelligence in insurance, and to design practical interventions—responsible design workshops, practical guidance, regulatory proposals, new algorithmic tools—that realise the benefits while mitigating the costs. It expects to generate new knowledge drawing on philosophy, law and sociology, working closely with practitioners at the forefront of dep ....Socially Responsible Insurance in the Age of Artificial Intelligence. This project aims to discover the social costs and benefits of using Artificial Intelligence in insurance, and to design practical interventions—responsible design workshops, practical guidance, regulatory proposals, new algorithmic tools—that realise the benefits while mitigating the costs. It expects to generate new knowledge drawing on philosophy, law and sociology, working closely with practitioners at the forefront of deploying AI in insurance. Expected outcomes include novel ethical AI-based approaches to product design, pricing and claims administration. This should benefit insurers and consumers, realising efficiency gains made possible by AI, without unacceptable costs to privacy, fairness, and the unaccountable exercise of power. Read moreRead less
The Identification and Development of Strategies for Increasing Engineering Enrolments. There is a continuing nation-wide decline in high school student enrolment in higher level mathematics and science. This is already leading to a reduction in the number of students undertaking university engineering programs in Australia and the situation is expected to worsen. This project is directed toward a better understanding of the reasons for the trend and the development of strategies to reverse it. ....The Identification and Development of Strategies for Increasing Engineering Enrolments. There is a continuing nation-wide decline in high school student enrolment in higher level mathematics and science. This is already leading to a reduction in the number of students undertaking university engineering programs in Australia and the situation is expected to worsen. This project is directed toward a better understanding of the reasons for the trend and the development of strategies to reverse it. It aims to 1. Evaluate the most effective strategies that increase student's interests and understanding of engineering and increase participation in engineering studies. 2. Develop an optimised national communication strategy for promoting engineering studies to secondary students.Read moreRead less
Data-driven monitoring of raceway dynamics in ironmaking blast furnaces. Raceway dynamics in ironmaking blast furnaces affect operational stability and cost considerably, yet their dynamic behaviour has not been well monitored online. The project aims to develop a data-driven model for monitoring the internal state of gas-solid-powder reacting flow in the raceway and predicting raceway anomalies online. It will be achieved by combining particle-fluid numerical simulations with data processing an ....Data-driven monitoring of raceway dynamics in ironmaking blast furnaces. Raceway dynamics in ironmaking blast furnaces affect operational stability and cost considerably, yet their dynamic behaviour has not been well monitored online. The project aims to develop a data-driven model for monitoring the internal state of gas-solid-powder reacting flow in the raceway and predicting raceway anomalies online. It will be achieved by combining particle-fluid numerical simulations with data processing and reduced-order state observer, supported by lab/plant experiments, and collaborating with two industry partners from coal and steel industries. The project outcomes including codes, models and raceway control strategies can help promote Australian metallurgical coal's global markets and ultimately the Australian economy.Read moreRead less
Developing key vision technology for automation of aquaculture factory. This project aims to investigate structural, coloured textural, and hyperspectral analysis approaches to achieve automated lobster molt-cycle staging and classification to the level required for commercial production. High labour cost, water contamination, and disease transmission are major barriers in Australian bay lobster aquaculture inhibiting its large scale production. Automation of the production process and reducing ....Developing key vision technology for automation of aquaculture factory. This project aims to investigate structural, coloured textural, and hyperspectral analysis approaches to achieve automated lobster molt-cycle staging and classification to the level required for commercial production. High labour cost, water contamination, and disease transmission are major barriers in Australian bay lobster aquaculture inhibiting its large scale production. Automation of the production process and reducing the human contact with animals are of high priority in the development of this Australian-led emerging industry. The project aims to develop technology to bring this world- first aquaculture factory to large scale production, and create new export opportunities for lobsters and production systems.Read moreRead less
High performance metal oxide inks for printable memory arrays . This project aims to develop next generation printable memory devices with low cost and excellent stability. The goal will be achieved by developing a new class of metal oxide nanomaterials based inks and large scale printing technology, through optimizing the synthesis, printing process and electrode configuration. The expected outcomes will be new electronic materials for a wide range of end uses in flexible electronics, significa ....High performance metal oxide inks for printable memory arrays . This project aims to develop next generation printable memory devices with low cost and excellent stability. The goal will be achieved by developing a new class of metal oxide nanomaterials based inks and large scale printing technology, through optimizing the synthesis, printing process and electrode configuration. The expected outcomes will be new electronic materials for a wide range of end uses in flexible electronics, significant advances in energy efficient data storage devices, and commercialisation of the technology to Australian industries.Read moreRead less
Meta-optics systems for driver-fatigue monitoring. The project aims to develop novel miniaturised optical systems for driver fatigue monitoring, which provide increased sensitivity, eliminate reflections from eyeglasses and enable accurate depth measurements of facial features. The unique performance of our optical systems is derived from the concept of optical nanostructured surfaces to allow for efficient control of light wavefront and polarisation. The project aims to apply this concept to de ....Meta-optics systems for driver-fatigue monitoring. The project aims to develop novel miniaturised optical systems for driver fatigue monitoring, which provide increased sensitivity, eliminate reflections from eyeglasses and enable accurate depth measurements of facial features. The unique performance of our optical systems is derived from the concept of optical nanostructured surfaces to allow for efficient control of light wavefront and polarisation. The project aims to apply this concept to develop six different optical elements with new functionalities and performance well beyond what is possible with conventional components. This development will enable the construction of high-performance driver monitoring systems, thus facilitating a safer driving experience for all.Read moreRead less
Addressing Misinformation with Media Literacy through Cultural Institutions. Misinformation can harm democratic processes, social cohesion and public health outcomes. Media literacy prepares citizens for misinformation by developing critical analysis abilities. This project partners with Australian public cultural institutions to increase adult media literacy. Through an action-based, mixed methods approach, the project investigates adults’ experiences with online misinformation and assesses the ....Addressing Misinformation with Media Literacy through Cultural Institutions. Misinformation can harm democratic processes, social cohesion and public health outcomes. Media literacy prepares citizens for misinformation by developing critical analysis abilities. This project partners with Australian public cultural institutions to increase adult media literacy. Through an action-based, mixed methods approach, the project investigates adults’ experiences with online misinformation and assesses their ability to identify and challenge it. Research findings will inform the design and evaluation of targeted evidence-based media literacy training and resources that will be shared across broadcast media, physical spaces and online. Through these initiatives Australians will be better equipped to combat misinformation.Read moreRead less
Legal and social dynamics of eBook lending in Australia’s public libraries. Legal and social dynamics of eBook lending in Australia’s public libraries. This project aims to develop an evidence base of quantitative and qualitative data about how eBooks are used in libraries. EBooks have tremendous beneficial potential, particularly for Australians in remote areas and those with impaired mobility or vision. However, libraries’ rights to acquire and lend them are more restricted than for physical b ....Legal and social dynamics of eBook lending in Australia’s public libraries. Legal and social dynamics of eBook lending in Australia’s public libraries. This project aims to develop an evidence base of quantitative and qualitative data about how eBooks are used in libraries. EBooks have tremendous beneficial potential, particularly for Australians in remote areas and those with impaired mobility or vision. However, libraries’ rights to acquire and lend them are more restricted than for physical books. Libraries and legal, social and data science researchers will investigate eBook lending practices and understand their social impacts. The project will identify ways of reforming policy, law, and practice to help libraries fulfil their public interest missions. This project is expected to enable libraries to extract more value from existing public investments.Read moreRead less
Regulating Autologous Stem Cell Therapies in Australia. This project aims to develop an ethical and regulatory framework for the use of autologous adult stem cell therapies in Australia. These therapies are increasingly being offered to patients for diseases and conditions that lack scientific evidence of safety and efficacy. This study aims to address this problem using a mixed methods approach to generate empirical data and theoretical, ethical and legal insights that will guide the responsibl ....Regulating Autologous Stem Cell Therapies in Australia. This project aims to develop an ethical and regulatory framework for the use of autologous adult stem cell therapies in Australia. These therapies are increasingly being offered to patients for diseases and conditions that lack scientific evidence of safety and efficacy. This study aims to address this problem using a mixed methods approach to generate empirical data and theoretical, ethical and legal insights that will guide the responsible development, translation and regulation of innovative stem cell therapies in Australia and internationally. Anticipated outcomes will improve patient advocacy and public knowledge about adult stem cell therapies, and facilitate better relationships between patients, researchers and clinicians.Read moreRead less
Innovative platforms for further enhancing security and durability of the Australian Polymer Banknote and other security documents. The polymer banknote is a symbol of world-leading Australian innovation and prosperity. The utility, durability and security of our banknotes underpins consumer confidence, economic stability and national security. Events of recent years, and opportunities and threats from rapid global information flow heighten the need to enhance and renew the many security feature ....Innovative platforms for further enhancing security and durability of the Australian Polymer Banknote and other security documents. The polymer banknote is a symbol of world-leading Australian innovation and prosperity. The utility, durability and security of our banknotes underpins consumer confidence, economic stability and national security. Events of recent years, and opportunities and threats from rapid global information flow heighten the need to enhance and renew the many security features incorporated in our currency. The novel, cost-effective security-feature technologies to be developed in this project will also contribute to increasing the substantial polymer banknote export market, enable further expansion into other, even more demanding, security documents such as passports, and provide a needed boost to our domestic manufacturing industries.Read moreRead less