Linkage Infrastructure, Equipment And Facilities - Grant ID: LE200100183
Funder
Australian Research Council
Funding Amount
$950,000.00
Summary
Protein Quantitation Centre of South Australia renewal for Systems Biology. This application aims to renew Mass Spectrometry (MS) instrumentation to characterise and quantify Biomolecules towards a better understanding of biological processes. UniSA, Uni Adelaide, Flinders have established the Protein Quantitation Centre of South Australia (PQCSA) in 2013 through an ARC LIEF lead by CI Hoffmann and this application will renew and expand MS capacity towards metabolites, glycans and lipids. This ....Protein Quantitation Centre of South Australia renewal for Systems Biology. This application aims to renew Mass Spectrometry (MS) instrumentation to characterise and quantify Biomolecules towards a better understanding of biological processes. UniSA, Uni Adelaide, Flinders have established the Protein Quantitation Centre of South Australia (PQCSA) in 2013 through an ARC LIEF lead by CI Hoffmann and this application will renew and expand MS capacity towards metabolites, glycans and lipids. This will enable researchers in South Australia to work towards a full understanding of biological processes and towards expanding their knowledge to Systems Biology. Expected outcome of the projects are multiple interdisciplinary collaborations between the CI's and should provide significant benefits in research outputs.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE220100265
Funder
Australian Research Council
Funding Amount
$417,000.00
Summary
A closed-loop human–agent learning framework to enhance decision making. This project aims to design a foundational human–agent learning framework to augment the decision making process, using reinforcement and closed-loop mechanisms to enable symbiosis between a human and an artificial-intelligence agent. It envisages significant new technologies to promote controllability and efficient and safe exploration of an environment for decision actions – drastically boosting learning effectiveness and ....A closed-loop human–agent learning framework to enhance decision making. This project aims to design a foundational human–agent learning framework to augment the decision making process, using reinforcement and closed-loop mechanisms to enable symbiosis between a human and an artificial-intelligence agent. It envisages significant new technologies to promote controllability and efficient and safe exploration of an environment for decision actions – drastically boosting learning effectiveness and interpretability in decision making. Expected outcomes will benefit national cybersecurity by improving our understanding of vulnerabilities and threats involving decision actions, and by ensuring that human feedback and evaluations can help prevent catastrophic events in explorations of dynamic and complex environments.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