Using data mining methods to remove uncertainties in sensor data streams. This project will develop key techniques for removing uncertainties in sensor data streams and thus improve the monitoring quality of sensor networks. The expected outcomes will benefit Australia by enabling improved, lower-cost monitoring of natural resources and management of stock raising.
Algebraically informed models of biological sequence evolution. To make sense of the patterns they see in the natural world, biologists across fields as diverse as genetics, epidemiology and biogeography need an accurate picture of evolutionary history. DNA sequences provide an exciting means to establish this picture of the past, but to decode it successfully requires mathematical models of how DNA evolves. Mathematical inconsistencies have been identified with current approaches. In particular ....Algebraically informed models of biological sequence evolution. To make sense of the patterns they see in the natural world, biologists across fields as diverse as genetics, epidemiology and biogeography need an accurate picture of evolutionary history. DNA sequences provide an exciting means to establish this picture of the past, but to decode it successfully requires mathematical models of how DNA evolves. Mathematical inconsistencies have been identified with current approaches. In particular, understanding the effect of natural selection in different parts of the tree of life requires models that behave robustly in the face of shifting evolutionary processes. This project aims to use insights from algebraic methods to construct mathematically consistent models of wide biological utility.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE130100423
Funder
Australian Research Council
Funding Amount
$369,061.00
Summary
Group theory and phylogenetics: exploiting symmetry to uncover evolutionary history. Using advanced algebra, structural symmetries inherent in phylogenetic methods will be studied and improved approaches will be derived. DNA sequences contain a wealth of information about evolutionary events that occurred millions of years ago, but extracting this information requires the application of robust methods.
Modelling Food Expenditure, Analysing Nutrient Security, Measuring Hunger and Calculating Purchasing Power Parity: Methodological Advances with Policy Applications. The analysis of consumption changes in selected Asian countries will throw light on Australia's trade potential, especially with one of the fastest growing countries.
More informed debate on the role of trade and aid in reducing hunger and poverty.Following the 2000 Millenium summit and the step up of Australian developmental aid, ....Modelling Food Expenditure, Analysing Nutrient Security, Measuring Hunger and Calculating Purchasing Power Parity: Methodological Advances with Policy Applications. The analysis of consumption changes in selected Asian countries will throw light on Australia's trade potential, especially with one of the fastest growing countries.
More informed debate on the role of trade and aid in reducing hunger and poverty.Following the 2000 Millenium summit and the step up of Australian developmental aid, the subject has returned to the centre stage in policy discussions.
The systematic use of unit value information available elsewhere, but currently lacking in ABS data, will help the latter in improving its HES.
Contribute to "understanding our region and the world"(Key Priority Goal in Research Priority 4 of ARC).
Provide data sets for use in Australian RHD dissertations .
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
Hatchery production of rock lobster seedstock for aquaculture and enhancement with emphasis on ozonation of culture water to reduce disease. The strong and growing worldwide demand for a range of lobster products cannot be fulfilled by existing wild fisheries. Only the sustainable production of lobsters using hatchery seedstock will satisfy the needs of aquaculture and the possibility of enhancing and reseeding the fishery. Lobster aquaculture will provide a new high-value industry for coastal r ....Hatchery production of rock lobster seedstock for aquaculture and enhancement with emphasis on ozonation of culture water to reduce disease. The strong and growing worldwide demand for a range of lobster products cannot be fulfilled by existing wild fisheries. Only the sustainable production of lobsters using hatchery seedstock will satisfy the needs of aquaculture and the possibility of enhancing and reseeding the fishery. Lobster aquaculture will provide a new high-value industry for coastal rural Australia, especially in areas with existing fishing and aquaculture enterprises. This project will develop new technologies to address the challenging target of producing commercial quantities of juvenile lobsters for aquaculture and enhancement.Read moreRead less
Self-assembled nanolayers of functionalised latexes as selective and adaptable nano-stationary phases in separation science. A new approach is proposed for the design and synthesis of functionalised ion-exchange stationary phases for analytical nano-separation methods. Desired charged functional groups are first affixed chemically onto nanometre sized latex particles and these particles are then self-assembled mechanically as monoloayer coatings onto a suitable supporting template such as fused ....Self-assembled nanolayers of functionalised latexes as selective and adaptable nano-stationary phases in separation science. A new approach is proposed for the design and synthesis of functionalised ion-exchange stationary phases for analytical nano-separation methods. Desired charged functional groups are first affixed chemically onto nanometre sized latex particles and these particles are then self-assembled mechanically as monoloayer coatings onto a suitable supporting template such as fused silica, monolithic silica or polymer beds, microfibres or microtubes, and channels in microchips. The resultant coated surface then acts as a highly efficient ion-exchange stationary phase which will be used in a wide range of separation technologies including ion chromatography, capillary electrophoresis, capillary electrochromatography and solid-phase microextraction.Read moreRead less
Separation science based on nanoparticle-coated monolithic scaffold stationary phases. The proposed project will generate highly significant, fundamental advances in separation science by developing new stationary phases and separation technologies suitable for the analysis of very complex samples which cannot be addressed by current methods. These technologies will be applied in a wide range of areas of national importance including pre-and post-blast identification of explosives in counter-ter ....Separation science based on nanoparticle-coated monolithic scaffold stationary phases. The proposed project will generate highly significant, fundamental advances in separation science by developing new stationary phases and separation technologies suitable for the analysis of very complex samples which cannot be addressed by current methods. These technologies will be applied in a wide range of areas of national importance including pre-and post-blast identification of explosives in counter-terrorism applications; environmental, clinical, and forensic analysis; energy generation and foods. The project will also lead to very significant new intellectual property having extremely high commercial potential worldwide, and thereby generates the promise of considerable direct financial returns to Australia.Read moreRead less
Integrated microfluidic device for the direct analysis of drugs and metabolites in biological fluids. Due to the way in which multiple processes are integrated in a micro Total Analysis System (µTAS), they offer substantial advantages over current technology, in terms of speed, cost of analysis, portability and operator simplicity and safety. This has considerable potential benefit for Australia, specifically for the remote and rural analysis of drugs and metabolites in biological fluids such a ....Integrated microfluidic device for the direct analysis of drugs and metabolites in biological fluids. Due to the way in which multiple processes are integrated in a micro Total Analysis System (µTAS), they offer substantial advantages over current technology, in terms of speed, cost of analysis, portability and operator simplicity and safety. This has considerable potential benefit for Australia, specifically for the remote and rural analysis of drugs and metabolites in biological fluids such as blood, serum, urine and saliva. These devices will have application for point-of-care testing in therapeutic drug monitoring, which will improve medical treatment and the patient's quality of life, as well as for on-site analysis in forensics for the rapid determination of illicit drugs and performance enhancing substances in our elite athletes.
Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0989491
Funder
Australian Research Council
Funding Amount
$172,025.00
Summary
Multi-Purpose Mass Spectrometry Facility. The Australian Centre for Research on Separation Science (ACROSS) has been established using focused research themes to provide both fundamental and applied research outcomes in separation science. The requested Time of Flight Mass Spectrometer (TOFMS) will be utilised extensively by a large team of researchers working across the broad areas of analytical chemistry, pharmaceutical science, materials science, biochemistry, microfluidics, industrial chemi ....Multi-Purpose Mass Spectrometry Facility. The Australian Centre for Research on Separation Science (ACROSS) has been established using focused research themes to provide both fundamental and applied research outcomes in separation science. The requested Time of Flight Mass Spectrometer (TOFMS) will be utilised extensively by a large team of researchers working across the broad areas of analytical chemistry, pharmaceutical science, materials science, biochemistry, microfluidics, industrial chemistry and hydrometallurgy, aquaculture, forensic analysis, Antarctic studies, and environmental monitoring. This will directly support our work falling under National Research Priorities 1 An Environmentally Sustainable Australia, 2 Promoting and Maintaining Good Health, 3 Frontier Technologies for Building and Transforming Australian Industries, and 4 Safeguarding Australia.Read moreRead less