Discovery Early Career Researcher Award - Grant ID: DE210101808
Funder
Australian Research Council
Funding Amount
$395,775.00
Summary
Genetic Programming for Big Data Analytics. The project aims to extend a powerful machine learning method, called genetic programming and also developing a new concept called Alpha program, for big data analytics. This project expects to generate a new approach by finding a systematic approach to develop gene structures using information theory. By borrowing the best genes from the population of programs, the Alpha program concept will be developed for the first time. The proposed approach aims ....Genetic Programming for Big Data Analytics. The project aims to extend a powerful machine learning method, called genetic programming and also developing a new concept called Alpha program, for big data analytics. This project expects to generate a new approach by finding a systematic approach to develop gene structures using information theory. By borrowing the best genes from the population of programs, the Alpha program concept will be developed for the first time. The proposed approach aims to enhance genetic programming for many practical problems. I contend that not only finding better tools for big data analytics is in the best interest of machine learning and big data communities, it also provides significant benefits for other communities and industries in Australia.Read moreRead less
Integrin Activation by Fluid Flow Disturbance: Mechanobiology Approaches. Understanding how cells can sense and respond to mechanical environment such as dynamic blood flow represents a fundamental question in the emerging field of mechanobiology. This project develops new biomechanical engineering approaches to determine the critical interrelationships among fluid flow disturbance, platelet clotting and the mechano-sensitive signal transduction mechanisms of integrin receptor – the most importa ....Integrin Activation by Fluid Flow Disturbance: Mechanobiology Approaches. Understanding how cells can sense and respond to mechanical environment such as dynamic blood flow represents a fundamental question in the emerging field of mechanobiology. This project develops new biomechanical engineering approaches to determine the critical interrelationships among fluid flow disturbance, platelet clotting and the mechano-sensitive signal transduction mechanisms of integrin receptor – the most important mechano-sensor implicated in cell adhesion, migration, growth and survival. Specifically, it integrates nationally unique cutting-edge techniques including single-molecule force probe, microparticle image velocimetry, microfluidics and molecular dynamics simulation, super resolution and 3D volumetric imaging modalities.Read moreRead less
Controllable synthesis of multifunctional boron-based 2D materials. This project aims to make it possible to control the synthesis of boron-based two-dimensional (2D) materials with the desired following features in single or multiple aspects: thickness, composition, lateral sizes, porosity, surface area, and functionality. It intends to do so by designing and synthesising novel precursors, and by optimising the fabrication process of boron-based 2D nanosheets for different applications. The pro ....Controllable synthesis of multifunctional boron-based 2D materials. This project aims to make it possible to control the synthesis of boron-based two-dimensional (2D) materials with the desired following features in single or multiple aspects: thickness, composition, lateral sizes, porosity, surface area, and functionality. It intends to do so by designing and synthesising novel precursors, and by optimising the fabrication process of boron-based 2D nanosheets for different applications. The project will advance our fundamental knowledge in synthetic chemistry, materials chemistry, materials engineering and physics. It is expected to take us closer to unlocking the potential of boron-based 2D materials for real-world applications in, for example, energy storage and high-performance flexible electronics.Read moreRead less
Superconducting silicon nanodevices. This project will investigate superconductivity in silicon nanowire devices exhibiting both p-type and n-type conductivity. It builds on the recent demonstration at the University of Melbourne of superconductivity in nanowire devices at length-scales suitable for realisation of a broad range of superconducting device structures and utilises standard semiconductor-industry processes. This project will create a new platform for superconducting device developmen ....Superconducting silicon nanodevices. This project will investigate superconductivity in silicon nanowire devices exhibiting both p-type and n-type conductivity. It builds on the recent demonstration at the University of Melbourne of superconductivity in nanowire devices at length-scales suitable for realisation of a broad range of superconducting device structures and utilises standard semiconductor-industry processes. This project will create a new platform for superconducting device development in silicon with potential for building devices with new functionality and improved performance for applications in quantum information technologies, enhancing Australia’s global reputation in quantum information science and assisting emerging industries in this high-valued added area.Read moreRead less
Framing and Enabling Children’s Active Play using Novel Technology. This project aims to address inactivity in the 3-5 age group through understanding and exploring innovative interactive active play experiences for children, with a view to increasing their physical activity over the long term. This project will be based on empirical research with real children undertaking real interactive experiences in real contexts, in order to understand issues around sustained engagement with these types of ....Framing and Enabling Children’s Active Play using Novel Technology. This project aims to address inactivity in the 3-5 age group through understanding and exploring innovative interactive active play experiences for children, with a view to increasing their physical activity over the long term. This project will be based on empirical research with real children undertaking real interactive experiences in real contexts, in order to understand issues around sustained engagement with these types of systems. We will design and develop solutions that may address the issues and test those interventions in a longitudinal manner. The outcome will be a framework which can be applied in a variety of situations and modalities by designers and developers of such systems, and feed into childhood technology guidelines.
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Milk protein profiling powered by multiplexed single molecule assay. This project aims to develop a novel device, comprising advanced single molecule imaging, microfluidics and immunoassay technologies, for quantification of milk protein variants. Milk quality is central to dairying and variants of proteins in milk affect its market value. No current milk protein detection technologies are readily applied in milk production quality control. This project aims to produce a device that can be used ....Milk protein profiling powered by multiplexed single molecule assay. This project aims to develop a novel device, comprising advanced single molecule imaging, microfluidics and immunoassay technologies, for quantification of milk protein variants. Milk quality is central to dairying and variants of proteins in milk affect its market value. No current milk protein detection technologies are readily applied in milk production quality control. This project aims to produce a device that can be used by milk producers and farms to profile protein variants with high sensitivity in a single test in an hour and screen unwanted protein contamination. The platform also has great potential for detecting other complex and low content analytes. It builds on innovations in nanoparticles and recent industry collaboration.Read moreRead less
Bioinspired Flexible Haptic Memory Materials for Artificial Sensory Nerves. This project aims to develop next generation haptic memory materials for the applications of artificial sensory nerves, which can precisely detect, process and respond to mechanical stimuli. The project expects to achieve this aim by mimicking the functions of biological haptic memory system and integrating highly sensitive tactile sensors and synaptic devices into artificial sensory nerves. The anticipated outcomes wil ....Bioinspired Flexible Haptic Memory Materials for Artificial Sensory Nerves. This project aims to develop next generation haptic memory materials for the applications of artificial sensory nerves, which can precisely detect, process and respond to mechanical stimuli. The project expects to achieve this aim by mimicking the functions of biological haptic memory system and integrating highly sensitive tactile sensors and synaptic devices into artificial sensory nerves. The anticipated outcomes will be new electronic materials for a wide range of end uses in next-generation flexible sensor technologies including healthcare monitoring devices, intelligent soft robotic systems and neural prosthetics.Read moreRead less
Mapping networks governing cell state plasticity: how, where and when? Single cell organisms are the basic unit of life, yet, if they had not developed the ability to change cell states we would not exist today. Changing cell states lies at the core of almost every developmental and disease process in multicellular organisms. Building upon our fundamental discovery that stem cells and non-stem cells readily interconvert, we will now incorporate innovative cell systems and the development of our ....Mapping networks governing cell state plasticity: how, where and when? Single cell organisms are the basic unit of life, yet, if they had not developed the ability to change cell states we would not exist today. Changing cell states lies at the core of almost every developmental and disease process in multicellular organisms. Building upon our fundamental discovery that stem cells and non-stem cells readily interconvert, we will now incorporate innovative cell systems and the development of our new multi-layered systems biology strategy to elucidate the first comprehensive understanding of the cell biology that underlies cell state changes. These studies are a major step toward understanding the fundamentals of life. Read moreRead less
Industrial Transformation Research Hubs - Grant ID: IH150100024
Funder
Australian Research Council
Funding Amount
$2,799,251.00
Summary
ARC Research Hub for Advanced Manufacturing of Medical Devices. ARC Research Hub for Advanced Manufacturing of Personalised Medical Devices. The project aims to transform Australia’s $10.8 billion medical technology sector by developing cost competitive technologies for the rapid production of personalised devices for Endovascular Aneurysm Repair (EVAR). To ensure the Australian industry remains globally competitive, this hub seeks to concurrently develop materials, technologies and flexible man ....ARC Research Hub for Advanced Manufacturing of Medical Devices. ARC Research Hub for Advanced Manufacturing of Personalised Medical Devices. The project aims to transform Australia’s $10.8 billion medical technology sector by developing cost competitive technologies for the rapid production of personalised devices for Endovascular Aneurysm Repair (EVAR). To ensure the Australian industry remains globally competitive, this hub seeks to concurrently develop materials, technologies and flexible manufacturing processes. The intended research outcomes include more efficient design and manufacturing processes and a new range of EVAR products generating increased market share and higher workforce capability. The resulting impacts should be better health outcomes, job creation and providing SMEs with new technologies and skills that can be transferred to the manufacture of products for other sectors.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE210100040
Funder
Australian Research Council
Funding Amount
$699,664.00
Summary
Multifunctional deposition system for advanced superconducting circuits. This project aims to create a one-stop facility to enhance Australia’s capacity to develop superconducting quantum technology centred on the unique capabilities of a Multifunctional Deposition System. The project will enable and expedite nanofabrication of complex circuits and expects to pioneer novel superconducting and hybrid quantum technologies, and high-tech classical devices for clean-energy and biomedical application ....Multifunctional deposition system for advanced superconducting circuits. This project aims to create a one-stop facility to enhance Australia’s capacity to develop superconducting quantum technology centred on the unique capabilities of a Multifunctional Deposition System. The project will enable and expedite nanofabrication of complex circuits and expects to pioneer novel superconducting and hybrid quantum technologies, and high-tech classical devices for clean-energy and biomedical applications. Expected outcomes include robust multi-institutional and cross-disciplinary collaborations, and increased translation between cutting-edge theory and commercial prototypes. Benefits should include stronger industry engagement, training for next-generation innovators and a boost to Australian advanced manufacturing.Read moreRead less