Feature Learning for High-dimensional Functional Time Series. This project aims to develop new methods and theories for common features on high-dimensional functional time series observed in empirical applications. The significance includes addressing a key gap in adaptive and efficient feature learning, improving forecasting accuracy and understanding forecasting-driven factors comprehensively for empirical data. Expected outcomes involve advances in big data theory and easy-to-implement algori ....Feature Learning for High-dimensional Functional Time Series. This project aims to develop new methods and theories for common features on high-dimensional functional time series observed in empirical applications. The significance includes addressing a key gap in adaptive and efficient feature learning, improving forecasting accuracy and understanding forecasting-driven factors comprehensively for empirical data. Expected outcomes involve advances in big data theory and easy-to-implement algorithms for applied researchers. This project benefits not only advanced manufacturing by finding optimal stopping time for wood panel compression, but also superior forecasting for mortality in demography, climate data in environmental science, asset returns in finance, and electricity consumption in economics. Read moreRead less
Industrial Transformation Training Centres - Grant ID: IC220100030
Funder
Australian Research Council
Funding Amount
$4,978,958.00
Summary
ARC Training Centre for Next-Gen Architectural Manufacturing. The Centre will generate specialised workforce capacity within Australia’s architectural sector. Leveraging advanced architectural computing discoveries will connect architectural design with the opportunities afforded by advanced manufacturing systems. The Centre will triangulate world-leading researchers, visionary partners, and talented graduates, integrating research into practice through digital business strategies, augmented int ....ARC Training Centre for Next-Gen Architectural Manufacturing. The Centre will generate specialised workforce capacity within Australia’s architectural sector. Leveraging advanced architectural computing discoveries will connect architectural design with the opportunities afforded by advanced manufacturing systems. The Centre will triangulate world-leading researchers, visionary partners, and talented graduates, integrating research into practice through digital business strategies, augmented intelligence, and computing domains of expertise. The Centre’s program of industry-embedded PhD’s, national/international placements, short courses, and post-doctoral projects will co-develop the change agents needed to transform the architectural profession to meet our nation’s immediate strategic needs.Read moreRead less
Contemporary Australian Comics 1980 – 2020: A New History. This project aims to document, preserve and investigate a new history of Australian comics and graphic novels created 1980 to 2020. This period represents a significant shift in the thematic content and material production of comics. In tracing the development of technologies and communities, this project expects to generate new knowledge about narrative innovations comics use to reflect diverse national identities and cultures in Austra ....Contemporary Australian Comics 1980 – 2020: A New History. This project aims to document, preserve and investigate a new history of Australian comics and graphic novels created 1980 to 2020. This period represents a significant shift in the thematic content and material production of comics. In tracing the development of technologies and communities, this project expects to generate new knowledge about narrative innovations comics use to reflect diverse national identities and cultures in Australian society. By consolidating and providing public access to a wealth of contemporary Australian comics through a website and public programs, this project should feed the future of Australian comics industry and scholarship, providing significant benefit to Australian artists, readers, and the public.Read moreRead less
Housing energy efficiency transitions. This project aims to provide an analysis of housing retrofit and its links with household energy costs. It includes householders across eight global urban sites, as well as the businesses that supply retrofit services. The project will analyse the retrofit experience of both energy poor and other households, providing an internationally significant evidence base. Outcomes include a robust empirical evidence base on the implications of retrofit for househol ....Housing energy efficiency transitions. This project aims to provide an analysis of housing retrofit and its links with household energy costs. It includes householders across eight global urban sites, as well as the businesses that supply retrofit services. The project will analyse the retrofit experience of both energy poor and other households, providing an internationally significant evidence base. Outcomes include a robust empirical evidence base on the implications of retrofit for households to tailor actions that will shape the lives of residents in Australian households.Read moreRead less
Seismic analysis of cracking and deformations in concrete gravity dams. This project aims to establish a rational predictive capability for the responses of concrete gravity dams subject to extreme design earthquakes. This will include the development of innovative numerical methods for effective modelling of crack propagation and closure, large slips on crack faces and weak interfaces, dam-reservoir interaction, dam-foundation interaction and automatic mesh generation. The expected outcomes of ....Seismic analysis of cracking and deformations in concrete gravity dams. This project aims to establish a rational predictive capability for the responses of concrete gravity dams subject to extreme design earthquakes. This will include the development of innovative numerical methods for effective modelling of crack propagation and closure, large slips on crack faces and weak interfaces, dam-reservoir interaction, dam-foundation interaction and automatic mesh generation. The expected outcomes of the project will be a significantly improved prediction tool. It is also anticipated that the project will result in improvements in dam and public safety, and more efficient use of funds for dam safety upgrades and management.Read moreRead less
Industrial Transformation Research Hubs - Grant ID: IH150100006
Funder
Australian Research Council
Funding Amount
$5,000,000.00
Summary
ARC Research Hub for Nanoscience-based Construction Material Manufacturing. ARC Research Hub for Nanoscience-based Construction Material Manufacturing. This research hub aims to develop novel construction materials including binders, cement additives, high-performance concrete materials, concrete structural systems, polymer composites, and pavement materials. The multi-disciplinary hub provides a centralised platform to transform the construction materials industry into an advanced manufacturing ....ARC Research Hub for Nanoscience-based Construction Material Manufacturing. ARC Research Hub for Nanoscience-based Construction Material Manufacturing. This research hub aims to develop novel construction materials including binders, cement additives, high-performance concrete materials, concrete structural systems, polymer composites, and pavement materials. The multi-disciplinary hub provides a centralised platform to transform the construction materials industry into an advanced manufacturing sector delivering sustainable and resilient infrastructure assets. The hub intends to develop nanotechnology, cement chemistry, concrete technology and extreme engineering solutions; and to train the next generation of skilled workers, re-positioning Australian industry competitiveness and global market leadership to capture international infrastructure development opportunities.Read moreRead less
Industrial Transformation Training Centres - Grant ID: IC230100015
Funder
Australian Research Council
Funding Amount
$5,000,000.00
Summary
ARC Training Centre for Whole Life Design of Carbon Neutral Infrastructure. This Centre aims to transform the capability of civil infrastructure stakeholders to design, construct, operate and dispose of infrastructure in a carbon neutral way. By training industry-embedded PhDs and postdocs in the methodology and technology required to design out excess carbon of infrastructure in its whole life, this Centre expects to lead the world in sustainable infrastructure design, enabling a new generation ....ARC Training Centre for Whole Life Design of Carbon Neutral Infrastructure. This Centre aims to transform the capability of civil infrastructure stakeholders to design, construct, operate and dispose of infrastructure in a carbon neutral way. By training industry-embedded PhDs and postdocs in the methodology and technology required to design out excess carbon of infrastructure in its whole life, this Centre expects to lead the world in sustainable infrastructure design, enabling a new generation of infrastructure design in Australia and internationally. Achieving carbon neutral infrastructure in its whole life will bring significant far-reaching benefits, including equipping industry with tools required to meet Australia’s emission reduction targets as well as economic, commercial, environmental, and social gains.Read moreRead less
Industrial Transformation Training Centres - Grant ID: IC180100021
Funder
Australian Research Council
Funding Amount
$4,163,359.00
Summary
ARC Training Centre for the Development of Tools for Fragment Based Design. The ARC Training Centre for the Development of Tools for Fragment Based Design aims to inspire the next generation of drug discovery research leaders. It plans to provide direct experience with industry partners, training and master classes in early stage drug-discovery from industry experts. The Centre is expected to accelerate research translation and industry engagement by providing an efficient strategy for the scree ....ARC Training Centre for the Development of Tools for Fragment Based Design. The ARC Training Centre for the Development of Tools for Fragment Based Design aims to inspire the next generation of drug discovery research leaders. It plans to provide direct experience with industry partners, training and master classes in early stage drug-discovery from industry experts. The Centre is expected to accelerate research translation and industry engagement by providing an efficient strategy for the screening of a biological target and early medicinal chemistry for optimisation. The expected outcome of the Centre is to equip the trainees with the skills to make key contributions to the sustainability and growth of the sector and to provide significant capacity to address global challenges for 21st century pharmaceutical innovation.Read moreRead less
Industrial Transformation Training Centres - Grant ID: IC230100001
Funder
Australian Research Council
Funding Amount
$5,000,000.00
Summary
ARC Training Centre for Automated Vehicles in Rural and Remote Regions. The Centre will build skills and capability to test and deploy safe, socially acceptable, automated vehicles (AV) for rural, regional and remote Australian public roads, where manufacturing, agriculture, mining and defence industries face significant challenges of driver shortages, rising costs, long distances, rough roads, and environmental impacts. The centre will unite technology providers, regulators, government and end ....ARC Training Centre for Automated Vehicles in Rural and Remote Regions. The Centre will build skills and capability to test and deploy safe, socially acceptable, automated vehicles (AV) for rural, regional and remote Australian public roads, where manufacturing, agriculture, mining and defence industries face significant challenges of driver shortages, rising costs, long distances, rough roads, and environmental impacts. The centre will unite technology providers, regulators, government and end users with world-leading interdisciplinary researchers to create new human-AV systems, datasets, frameworks, case studies, platforms, and a vastly upskilled workforce. This will reduce transport costs, increase capacity, boost supply chain efficiency and resilience, improve road safety, and elevate Australian capability.Read moreRead less