Practical multi-receiver passive radar with low-cost synchronisation. This project aims to address the current challenges of developing practical multi-receiver passive radar systems, through the development of advanced receiver synchronisation techniques, which do not require the deployment of costly infrastructure. The project will develop novel algorithms and techniques that enable synchronous combining of data from multiple radars, allowing for the detection of smaller targets and significan ....Practical multi-receiver passive radar with low-cost synchronisation. This project aims to address the current challenges of developing practical multi-receiver passive radar systems, through the development of advanced receiver synchronisation techniques, which do not require the deployment of costly infrastructure. The project will develop novel algorithms and techniques that enable synchronous combining of data from multiple radars, allowing for the detection of smaller targets and significantly extending the radar coverage zone. The expected outcomes of this project include improved performance of passive radar systems and the advancement of radar technology. The benefits of this project include new applications in areas such as traffic monitoring, drone detection and national security.Read moreRead less
Searching for near-exact protein models. This project aims to develop novel and efficient heuristic-based algorithms leading to near accurate protein tertiary structure models. Knowledge about protein structures is fundamental to our understanding of living systems. The progress on experimental determination of these structures has been extremely limited and remains an open challenge in molecular biology. Computational prediction of protein structures from sequences is emerging as a promising ap ....Searching for near-exact protein models. This project aims to develop novel and efficient heuristic-based algorithms leading to near accurate protein tertiary structure models. Knowledge about protein structures is fundamental to our understanding of living systems. The progress on experimental determination of these structures has been extremely limited and remains an open challenge in molecular biology. Computational prediction of protein structures from sequences is emerging as a promising approach, but its accuracy is far from satisfactory. The software systems developed in this project will be used in structural identification of target proteins in drug design. This will make drug design process more efficient, saving time and cost, potentially saving lives.Read moreRead less
Tuning the activating stimulus of voltage-gated sodium channels. This proposal aims to advance fundamental knowledge about how proteins (ion channels) found on the surface of neurons (brain cells and nerves) function as molecular conduits of cell-to-cell electrical communication. We aim to study how molecular probes and structural parts of these proteins affect the local chemical environment of ion channels, and how this leads to fine tuning of the ion channel's sensitivity to the stimulus that ....Tuning the activating stimulus of voltage-gated sodium channels. This proposal aims to advance fundamental knowledge about how proteins (ion channels) found on the surface of neurons (brain cells and nerves) function as molecular conduits of cell-to-cell electrical communication. We aim to study how molecular probes and structural parts of these proteins affect the local chemical environment of ion channels, and how this leads to fine tuning of the ion channel's sensitivity to the stimulus that activates them (cell membrane voltage).
The conceptual knowledge gained from this project would advance our understanding of a fundamental physiological process and facilitate the development of drugs that regulate ion channel function, such as anti-epileptics, analgesics and insecticides.Read moreRead less
Mitochondria as sensors of environmental threats. This project aims to understand how energy-generating mitochondria control immune responses, both in immune cells called macrophages and in the nematode Caenorhabditis elegans (a free-living roundworm used as a model organism to study gene function and evolutionary biology). The project expects to advance knowledge of how a process called mitochondrial fission enables cells to respond to environmental threats. Expected outcomes include important ....Mitochondria as sensors of environmental threats. This project aims to understand how energy-generating mitochondria control immune responses, both in immune cells called macrophages and in the nematode Caenorhabditis elegans (a free-living roundworm used as a model organism to study gene function and evolutionary biology). The project expects to advance knowledge of how a process called mitochondrial fission enables cells to respond to environmental threats. Expected outcomes include important conceptual advances in cell biology and genetics, new international and national collaborations, and improved methods for cell biology research. Anticipated benefits include a knowledge base that can be indirectly applied in the long term in the development of new strategies to combat infections.Read moreRead less
An active ion transport pathway exploited by coronaviruses. Cells have active transport “pumps” that are regulators of a variety of cellular processes. This project aims to understand how a specific ion pump is exploited by coronaviruses when they infect animal cells. These studies will provide new mechanistic insights into how coronaviruses alter calcium signalling in cells and how a specific ion pump regulates a variety of key processes during coronavirus infection. This work will greatly enha ....An active ion transport pathway exploited by coronaviruses. Cells have active transport “pumps” that are regulators of a variety of cellular processes. This project aims to understand how a specific ion pump is exploited by coronaviruses when they infect animal cells. These studies will provide new mechanistic insights into how coronaviruses alter calcium signalling in cells and how a specific ion pump regulates a variety of key processes during coronavirus infection. This work will greatly enhance our understanding of the intersection between ion pumps and viruses.Read moreRead less
Low-cost Sensing Methods and Hybrid Learning Models. This project aims to revolutionise the theory and practice of sensing and monitoring by developing novel Artificial Intelligence and Internet of Things technologies. This project expects to generate new knowledge in the area of Artificial Intelligence of Things by combining sensing, machine learning, and big data analytics. Expected outcomes of this project include novel low-cost sensing methods and new hybrid machine learning models for predi ....Low-cost Sensing Methods and Hybrid Learning Models. This project aims to revolutionise the theory and practice of sensing and monitoring by developing novel Artificial Intelligence and Internet of Things technologies. This project expects to generate new knowledge in the area of Artificial Intelligence of Things by combining sensing, machine learning, and big data analytics. Expected outcomes of this project include novel low-cost sensing methods and new hybrid machine learning models for predictive sensory data analytics. This should provide significant benefits, such as substantially reduced operating and service costs and improved accuracy for real-time monitoring in the fields where cheap-to-implement and easy-to-service monitoring systems over large geographical areas are imperative.Read moreRead less
Fyn-STEP-Tau axis: the nanoscale mechanisms of synaptic plasticity. This project investigates how brain cells use their molecular machinery to communicate with one another. At the heart of this process lies the synapses, the contact points that connect brain cells. This project will employ an innovative combination of quantitative microscopy techniques, gene knockout mouse models, and advanced computational and mathematical analyses to generate new knowledge on how a crucial set of proteins orga ....Fyn-STEP-Tau axis: the nanoscale mechanisms of synaptic plasticity. This project investigates how brain cells use their molecular machinery to communicate with one another. At the heart of this process lies the synapses, the contact points that connect brain cells. This project will employ an innovative combination of quantitative microscopy techniques, gene knockout mouse models, and advanced computational and mathematical analyses to generate new knowledge on how a crucial set of proteins organises in space and time to regulate synaptic connectivity. This will provide significant benefits, including molecular-level insight into the inner workings of the brain and interdisciplinary training for students. The expected outcomes include a deeper understanding of brain functions, such as learning and memory.Read moreRead less
Pyroptotic macrophages posthumously sculpt immune responses. The life of an organism relies on the timely birth and death of its cells. Importantly, it is crucial for cells to die not only at the right time, but also in an appropriate manner. This proposal investigates a cell death pathway that triggers potent immune responses. This proposal seeks to reveal precisely how cell death sculpts immune responses. Expected outcomes include new insights into how immune cells die, and how they instruct i ....Pyroptotic macrophages posthumously sculpt immune responses. The life of an organism relies on the timely birth and death of its cells. Importantly, it is crucial for cells to die not only at the right time, but also in an appropriate manner. This proposal investigates a cell death pathway that triggers potent immune responses. This proposal seeks to reveal precisely how cell death sculpts immune responses. Expected outcomes include new insights into how immune cells die, and how they instruct immune responses from beyond the grave. Project benefits include a fundamental understanding of how cell death signalling sculpts tissue immune responses, and knowledge of how to manipulate cell death responses for future basic research and commercial applications beyond this project.Read moreRead less
Partially Observable MDPs, Monte Carlo Methods, and Sustainable Fisheries. Partially Observable Markov Decision Processes (POMDPs) provide a general mathematical framework for sequential decision making under uncertainty. However, solving POMDPs effectively under realistic assumptions remains a challenging problem. This project aims to develop new efficient Monte Carlo algorithms to significantly advance the application of POMDPs to real-world decision problems involving complex action spaces an ....Partially Observable MDPs, Monte Carlo Methods, and Sustainable Fisheries. Partially Observable Markov Decision Processes (POMDPs) provide a general mathematical framework for sequential decision making under uncertainty. However, solving POMDPs effectively under realistic assumptions remains a challenging problem. This project aims to develop new efficient Monte Carlo algorithms to significantly advance the application of POMDPs to real-world decision problems involving complex action spaces and system dynamics. Both theoretical and algorithmic approaches will be applied to sustainable fishery management --- an important problem for Australia and an ideal context for POMDPs. The project will advance research in artificial intelligence, dynamical systems, and fishery operations, and benefit the national economy.Read moreRead less
Nuclear alarmins escalate tissue immune responses. Humans and other animals are constantly exposed to potential threats, including microbes on and near the body. Animals can live with such dangers because these everyday encounters are made harmless by the immune system. It is unclear how cells distinguish low-danger threats from high-danger threats. This proposal seeks to reveal how immune cells identify increasing levels of threat and appropriately escalate their responses. Expected outcomes in ....Nuclear alarmins escalate tissue immune responses. Humans and other animals are constantly exposed to potential threats, including microbes on and near the body. Animals can live with such dangers because these everyday encounters are made harmless by the immune system. It is unclear how cells distinguish low-danger threats from high-danger threats. This proposal seeks to reveal how immune cells identify increasing levels of threat and appropriately escalate their responses. Expected outcomes include new insights into how immune cells and tissues respond according to the posing threat. Project benefits include understanding how to manipulate danger responses for future basic research and commercial applications, and fundamental understanding of how animals flourish in a dangerous world.Read moreRead less