Industrial Transformation Research Hubs - Grant ID: IH210100030
Funder
Australian Research Council
Funding Amount
$5,000,000.00
Summary
ARC Research Hub in Intelligent Robotic Systems for Real-Time Asset Management. This hub aims to transform the way assets and infrastructure are managed by developing new capabilities for intelligent robotic systems for inspection, monitoring, and maintenance. The hub expects to generate new knowledge in robotics and associated fields including sensing, planning, data processing, and machine learning using interdisciplinary approaches and tight collaboration between academia and industry. The ex ....ARC Research Hub in Intelligent Robotic Systems for Real-Time Asset Management. This hub aims to transform the way assets and infrastructure are managed by developing new capabilities for intelligent robotic systems for inspection, monitoring, and maintenance. The hub expects to generate new knowledge in robotics and associated fields including sensing, planning, data processing, and machine learning using interdisciplinary approaches and tight collaboration between academia and industry. The expected outcomes are robots with the ability to autonomously collect data for integration into a digital twin that provides a real-time representation of the true state of a physical asset. The benefits include both improved asset management and establishing Australia as a leading manufacturer of advanced robotic systems.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE130100203
Funder
Australian Research Council
Funding Amount
$385,000.00
Summary
Autonomous benthic observing system. This project seeks to improve our ability to monitor marine habitats and characterise their variability by enhancing the Integrated Marine Observing system (IMOS) Autonomous Underwater Vehicle (AUV) Facility. The new AUV infrastructure will reduce operating costs, increase robustness of the sampling effort and insure continued operation for the next decade.
ARC Centre of Excellence - Vision Science. This Centre will generate important new knowledge of the performance, logic and stability of vision and visual behaviour. This knowledge will help reduce the burden of vision impairment in Australia, increasing productivity, promoting healthy ageing and reducing the community costs of visual impairment (ca. $9.85 billion in 2004). The knowledge produced will also make possible world-class innovations in robotics, leading to novel automated vision system ....ARC Centre of Excellence - Vision Science. This Centre will generate important new knowledge of the performance, logic and stability of vision and visual behaviour. This knowledge will help reduce the burden of vision impairment in Australia, increasing productivity, promoting healthy ageing and reducing the community costs of visual impairment (ca. $9.85 billion in 2004). The knowledge produced will also make possible world-class innovations in robotics, leading to novel automated vision systems with applications in industry and national security. Other knowledge will develop novel diagnostic technologies, for application in health delivery.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE160100090
Funder
Australian Research Council
Funding Amount
$250,000.00
Summary
Computational infrastructure for developing deep machine learning models. Computational infrastructure for developing deep machine learning models:
The computational infrastructure for developing deep machine learning models aims to enable new developments in machine learning of deep neural network models by providing the specialised computing necessary to train and evaluate the networks. In the last three years, deep networks have smashed previous performance ceilings for tasks such as object ....Computational infrastructure for developing deep machine learning models. Computational infrastructure for developing deep machine learning models:
The computational infrastructure for developing deep machine learning models aims to enable new developments in machine learning of deep neural network models by providing the specialised computing necessary to train and evaluate the networks. In the last three years, deep networks have smashed previous performance ceilings for tasks such as object recognition in images, speech recognition and automatic translation, bringing the prospect of machine intelligence closer than ever. Modern machine learning techniques have had huge impact in the last decade in fields such as robotics, computer vision and data analytics. The facility would enable Australian researchers to develop, learn and apply deep networks to problems of national importance in robotic vision and big data analytics. Read moreRead less
ARC Centre of Excellence for Children and Families over the Life Course. The 2020 ARC Centre of Excellence for Children and Families over the Life Course (LCC2020) aims to deliver transformative research and translation to break the cycle of deep and persistent disadvantage for Australians. Critically, LCC2020 will tackle disadvantage in specific context to understand how people negotiate it daily in real places, and how best to design policies and programs that support improved life pathways. B ....ARC Centre of Excellence for Children and Families over the Life Course. The 2020 ARC Centre of Excellence for Children and Families over the Life Course (LCC2020) aims to deliver transformative research and translation to break the cycle of deep and persistent disadvantage for Australians. Critically, LCC2020 will tackle disadvantage in specific context to understand how people negotiate it daily in real places, and how best to design policies and programs that support improved life pathways. By understanding life course contexts much more finely and using new methods and better data to personalise responses to disadvantage, LCC2020 will deliver the evidence, infrastructure, capacity and partnerships to reduce disadvantage and better equip Australian children and families for emerging challenges. Read moreRead less
Developing a national rural volunteering roadmap. This project aims to investigate the challenges affecting rural volunteering in Australia. Conducting a national analysis of volunteering demand and supply, this project expects to generate new interdisciplinary knowledge of the structural, demographic, organisational and personal factors affecting the sustainability of rural volunteering. Expected outcomes of this project include a world-first index of volunteering vulnerabilities and a spatial ....Developing a national rural volunteering roadmap. This project aims to investigate the challenges affecting rural volunteering in Australia. Conducting a national analysis of volunteering demand and supply, this project expects to generate new interdisciplinary knowledge of the structural, demographic, organisational and personal factors affecting the sustainability of rural volunteering. Expected outcomes of this project include a world-first index of volunteering vulnerabilities and a spatial map of volunteering unevenness, leading to the development of an evidence-based National Rural Volunteering Roadmap (2025-2035), which will guide our volunteering peak body partners, governments and rural communities to plan for and support rural volunteering over the longer-term.Read moreRead less
Unlocking the environmental archives of the Kimberley’s past. This project aims to reconstruct the environmental history of Australia’s Kimberley region spanning the past 60,000 years. Through a multidisciplinary approach, the project will provide new understanding of the causes of environmental change and impacts on this region since the arrival of Australia’s earliest inhabitants. This will inform the development of conservation policy to ensure preservation of the region's globally significan ....Unlocking the environmental archives of the Kimberley’s past. This project aims to reconstruct the environmental history of Australia’s Kimberley region spanning the past 60,000 years. Through a multidisciplinary approach, the project will provide new understanding of the causes of environmental change and impacts on this region since the arrival of Australia’s earliest inhabitants. This will inform the development of conservation policy to ensure preservation of the region's globally significant rock art against environmental change and economic development.
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Linkage Infrastructure, Equipment And Facilities - Grant ID: LE120100218
Funder
Australian Research Council
Funding Amount
$254,078.00
Summary
A world-class rock magnetic facility to support Australian palaeomagnetic and environmental research. Magnetic properties of rocks and environmental particles provide information about a vast range of geological and environmental processes. We propose to develop a facility that will enable detection and interpretation of these magnetic signals to aid understanding of climate change, mineral exploration, and the geological development of Australia.
The Kids in Communities Study: national investigation of community level effects on children's developmental outcomes. This project (a cross-disciplinary collaboration) will investigate community level factors influencing early childhood developmental outcomes using a mixed methods approach in up to 10 communities across Australia. This will result in a potential set of measures or indicators that reflect communities that are good for children.
Defining the Status of Culturally and Linguistically Diverse Young People. This project aims to improve the social cohesion of Australian society and the living standards of a significant group of our young people. Around 25 per cent of all Australians aged 12 to 24 are from culturally and linguistically diverse (CALD) backgrounds. In collaboration with nine Australian organisations, the project aims to critically define the status of CALD youth; develop the first national status reporting frame ....Defining the Status of Culturally and Linguistically Diverse Young People. This project aims to improve the social cohesion of Australian society and the living standards of a significant group of our young people. Around 25 per cent of all Australians aged 12 to 24 are from culturally and linguistically diverse (CALD) backgrounds. In collaboration with nine Australian organisations, the project aims to critically define the status of CALD youth; develop the first national status reporting framework for the group that will generate new social, economic and cultural indicators; and build a knowledge hub to store and curate CALD youth data. Data and understanding from this project is intended to enable governments to meet the group’s specific needs and enhance their opportunities.Read moreRead less