Shifting the Culture of Out-of-field Professional Education for Teachers. This project aims to model an education system that would diversify the expertise of teachers as part of attending to long-term teacher shortage. It responds to a pressing national need for a system of valued and accessible professional education (PE) for out-of-field teachers. The project draws on perspectives from schools, governments and PE providers to expose current practices, cultural norms, and policies; propose an ....Shifting the Culture of Out-of-field Professional Education for Teachers. This project aims to model an education system that would diversify the expertise of teachers as part of attending to long-term teacher shortage. It responds to a pressing national need for a system of valued and accessible professional education (PE) for out-of-field teachers. The project draws on perspectives from schools, governments and PE providers to expose current practices, cultural norms, and policies; propose an 'ideal' PE ecosystem that values re-specialisation in the core subjects; and develop principles to inform policy and practice needed to attain this ideal. The evidence-based framing of PE will inform efforts by schools, PE providers and policy makers to sustain a highly capable, adaptive and specialised teaching workforce.Read moreRead less
Global Citizen Deliberation: Analysing a Deliberative Documentary. The project will enact and film the world’s first truly global citizens’ deliberation, a global citizens’ assembly (GCA) on genome editing, and proceed to analyse the impact of the ‘deliberative documentary’ film on public understanding of complex, fast-evolving science and technology. It will investigate the cross-cultural capacity of citizens to deliberate complex value-laden issues, and so ascertain prospects for an informed g ....Global Citizen Deliberation: Analysing a Deliberative Documentary. The project will enact and film the world’s first truly global citizens’ deliberation, a global citizens’ assembly (GCA) on genome editing, and proceed to analyse the impact of the ‘deliberative documentary’ film on public understanding of complex, fast-evolving science and technology. It will investigate the cross-cultural capacity of citizens to deliberate complex value-laden issues, and so ascertain prospects for an informed global public response to challenges posed by genome editing. Research will test the effects of the deliberative documentary on viewers, examining benefits of communicating complex issues via the work of the GCA. Other benefits include improving public trust in governance and advancing the Australian film industry.
Read moreRead less
Sustainable Hydrogen Certification: A Multistakeholder Governance Approach. The project aims to assist policy analysts to devise a sustainable certification scheme for hydrogen that meets multistakeholder requirements. Its significance lies in challenging a techno-economic mindset focusing only on the fuel’s carbon intensity within a production plant. Taking a comparative historical approach, and incorporating the views of energy experts and stakeholders, the expected outcome is options for a ne ....Sustainable Hydrogen Certification: A Multistakeholder Governance Approach. The project aims to assist policy analysts to devise a sustainable certification scheme for hydrogen that meets multistakeholder requirements. Its significance lies in challenging a techno-economic mindset focusing only on the fuel’s carbon intensity within a production plant. Taking a comparative historical approach, and incorporating the views of energy experts and stakeholders, the expected outcome is options for a new sustainable certification scheme that addresses all technical, economic, social, environmental and governance requirements. The benefits to Australia are a ‘gold standard’ sustainable certification scheme that assures the country’s competitiveness in export markets and influence in global certification negotiations.Read moreRead less
Remote presence for guidance on physical tasks. This project aims to transform remote collaboration on physical tasks. Current systems for remote collaboration on physical tasks are not as effective as working face-to-face. This could be overcome by sharing non-verbal cues, designing systems to account for cultural issues, and using a new model of communication. This project will develop theories and interaction methods for remote guidance based on natural non-verbal communication cues and cultu ....Remote presence for guidance on physical tasks. This project aims to transform remote collaboration on physical tasks. Current systems for remote collaboration on physical tasks are not as effective as working face-to-face. This could be overcome by sharing non-verbal cues, designing systems to account for cultural issues, and using a new model of communication. This project will develop theories and interaction methods for remote guidance based on natural non-verbal communication cues and cultural issues. This project is expected to benefit industries with widely distributed multi-cultural workforces such as mining, defence and medicine.Read moreRead less
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
Artificial Intelligence, Robots, and Agriculture: Social and ethical issues. This project aims to investigate the social and ethical issues raised by the use of artificial intelligence and robotics in agriculture. By combining social science research methods and philosophical analysis, the project aims to generate new knowledge in bioethics and applied ethics. Expected outcomes of this project include an account of the social and ethical issues farmers, rural communities, and consumers anticipat ....Artificial Intelligence, Robots, and Agriculture: Social and ethical issues. This project aims to investigate the social and ethical issues raised by the use of artificial intelligence and robotics in agriculture. By combining social science research methods and philosophical analysis, the project aims to generate new knowledge in bioethics and applied ethics. Expected outcomes of this project include an account of the social and ethical issues farmers, rural communities, and consumers anticipate arising from these technologies, improved understanding of these issues, and an account of how these groups would like to see these issues addressed. This should help Australia benefit from the responsible use of artificial intelligence and robotics in agriculture.Read moreRead less
Industrial Transformation Research Hubs - Grant ID: IH220100016
Funder
Australian Research Council
Funding Amount
$2,959,803.00
Summary
ARC Research Hub to Advance Timber for Australia’s Future Built Environment. This project aims to transform Australia’s timber and construction sectors by stimulating rapid growth in timber innovation and uptake of use of timber in buildings. It plans to enable this transformation by addressing the diverse elements required to motivate investment, stimulate innovation, satisfy stakeholder demands, define long-term social-environmental-economic benefits and establish a roadmap for change. The exp ....ARC Research Hub to Advance Timber for Australia’s Future Built Environment. This project aims to transform Australia’s timber and construction sectors by stimulating rapid growth in timber innovation and uptake of use of timber in buildings. It plans to enable this transformation by addressing the diverse elements required to motivate investment, stimulate innovation, satisfy stakeholder demands, define long-term social-environmental-economic benefits and establish a roadmap for change. The expected outcomes will kickstart the change process, supported by growth in advanced manufacturing across the value chain. This should provide significant benefits in stimulating an opportunity for regional development and resource diversification whilst helping the sectors transition to a circular and net-zero economy.Read moreRead less
Genomic data sharing: issues in law, research ethics and society. This project aims to provide recommendations for best practice regulation and governance of genomic data sharing in Australia. Sharing of genomic data is essential to biomedical research and clinical practice. Scenarios will be used to map legal and quasi legal facilitators issues including barriers to sharing, and to assess their role in promoting public trust, using evidence-based processes and law reform methodology. Developin ....Genomic data sharing: issues in law, research ethics and society. This project aims to provide recommendations for best practice regulation and governance of genomic data sharing in Australia. Sharing of genomic data is essential to biomedical research and clinical practice. Scenarios will be used to map legal and quasi legal facilitators issues including barriers to sharing, and to assess their role in promoting public trust, using evidence-based processes and law reform methodology. Developing more effective and efficient regulation of genomic data sharing will promote public trust and encourage broader data sharing, facilitating scientific progress and delivery of precision medicine.Read moreRead less
Industrial Transformation Research Hubs - Grant ID: IH180100002
Funder
Australian Research Council
Funding Amount
$5,000,000.00
Summary
ARC Research Hub for Driving Farming Productivity and Disease Prevention. The ARC Research Hub for Driving Farming Productivity and Disease Prevention aims to increase farm production and disease prevention through advancing and transferring new artificial intelligence technologies into industrial deployment. The Hub will combine machine vision, machine learning, software quality control, engineering, biology, and farming industries to develop technologies to build more intelligent systems. Thes ....ARC Research Hub for Driving Farming Productivity and Disease Prevention. The ARC Research Hub for Driving Farming Productivity and Disease Prevention aims to increase farm production and disease prevention through advancing and transferring new artificial intelligence technologies into industrial deployment. The Hub will combine machine vision, machine learning, software quality control, engineering, biology, and farming industries to develop technologies to build more intelligent systems. These dynamic systems will help determine what goal to achieve and the most efficient plan to achieve it. This Hub is expected to contribute to higher farming efficiency, lower production costs and fewer disease risks, giving the Australian industry new business opportunities and an international competitive advantage.Read moreRead less
Tools for manipulating neuronal activity for behavioural studies. This project aims to develop optogenetic tools neuroscientists can use to better understand brain circuitry and the functional effects of specific neurons on behaviour. Linking the activity of individual neurons in the brain to specific behaviours is a major challenge in neuroscience. Optogenetics achieve this by using light to control the activity of neurons. This has advanced understanding of behaviour and neurocircuitry. This p ....Tools for manipulating neuronal activity for behavioural studies. This project aims to develop optogenetic tools neuroscientists can use to better understand brain circuitry and the functional effects of specific neurons on behaviour. Linking the activity of individual neurons in the brain to specific behaviours is a major challenge in neuroscience. Optogenetics achieve this by using light to control the activity of neurons. This has advanced understanding of behaviour and neurocircuitry. This project is expected to increase understanding of brain function at the cellular and system levels, and advance Australia’s multidisciplinary research capacity in neuroscience, cognitive sciences and nanobiotechnology to ultimately treat neurological disorders.Read moreRead less