Next-generation computational models to understand human joints . This project aims to investigate human joint systems through combining state-of-the-art imaging and high-fidelity biomechanical models. The methods developed in this project are expected to generate new ways of studying the dynamic response of musculoskeletal tissues to activity, including how musculoskeletal physiology can adapt to biomechanical stimuli. Expected outcomes include establishing a non-invasive method for characteris ....Next-generation computational models to understand human joints . This project aims to investigate human joint systems through combining state-of-the-art imaging and high-fidelity biomechanical models. The methods developed in this project are expected to generate new ways of studying the dynamic response of musculoskeletal tissues to activity, including how musculoskeletal physiology can adapt to biomechanical stimuli. Expected outcomes include establishing a non-invasive method for characterising whole joint systems. This project will provide significant knowledge gain on the biomechanical regulation of human joints across form, function, dynamics and loading which may help across many facets of society to guide physical activity choices.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE230101683
Funder
Australian Research Council
Funding Amount
$448,354.00
Summary
Computational Design of Defect-Free Additive Manufactured Ceramic Structure. Despite its importance and potential, ceramic additive manufacturing (AM) is facing significant challenge for its inherent material characteristics prone to shrinkage and fracture during fabrication process. This project aims to fill a knowledge gap by developing a new computational design framework for a commonly-used indirect AM process. It will address a range of AM issues, such as residual stress/distortion, cracks, ....Computational Design of Defect-Free Additive Manufactured Ceramic Structure. Despite its importance and potential, ceramic additive manufacturing (AM) is facing significant challenge for its inherent material characteristics prone to shrinkage and fracture during fabrication process. This project aims to fill a knowledge gap by developing a new computational design framework for a commonly-used indirect AM process. It will address a range of AM issues, such as residual stress/distortion, cracks, and uncertainty in a nondeterministic context. The study is expected to establish novel design methodologies for ceramic AM with process modelling, robust/reliable optimisation, and fracture-based design. It will provide ceramic industry with a new framework for biomedical, aerospace and mechanical applications.Read moreRead less
Replicating the cartilage micromechanical environment. Through a novel, image-guided mechanical evaluation of cell- and tissue-level remodelling, this project aims to unlock new insights into the complex mechanical microenvironment of cartilage and directly influence new strategies in tissue engineering. The research will reveal contributions of cells and extracellular matrix components to mechanical integrity over time. It will build a world-first strain map of the cartilage microenvironment an ....Replicating the cartilage micromechanical environment. Through a novel, image-guided mechanical evaluation of cell- and tissue-level remodelling, this project aims to unlock new insights into the complex mechanical microenvironment of cartilage and directly influence new strategies in tissue engineering. The research will reveal contributions of cells and extracellular matrix components to mechanical integrity over time. It will build a world-first strain map of the cartilage microenvironment and quantification of dynamic structural remodelling that occurs, providing key targets to improve tissue engineering strategies. The project will also drive innovation in micromechanical testing technology, deliver functional solutions in mechanobiology and advance materials for biological integration.Read moreRead less
Understanding bone structure evolution using machine learning. Bone remodeling is the ancient process of bone resorption and formation that optimises material properties and has led to evolution of terrestrial vertebrates. To date it is not understood how remodeling achieves tuning of bone material. This proposal aims to develop a machine learning based approach, linking computational modeling and imaging to address this problem. Intended outcomes are development of a multiscale model of remodel ....Understanding bone structure evolution using machine learning. Bone remodeling is the ancient process of bone resorption and formation that optimises material properties and has led to evolution of terrestrial vertebrates. To date it is not understood how remodeling achieves tuning of bone material. This proposal aims to develop a machine learning based approach, linking computational modeling and imaging to address this problem. Intended outcomes are development of a multiscale model of remodeling and machine learning algorithms for image analysis. This approach will help establish a structural-functional link between remodeling and bone material optimisation which ultimately provides significant benefits for bone tissue engineering, fracture healing and improved therapies for osteoporosis. Read moreRead less
A novel precision-engineered microfluidic chip for wear particle research. This project aims to develop 1- novel protocols to generate clinically-relevant wear particles from spinal implants in-vitro and 2- a technological framework for the fabrication of a novel microfluidic 3D spinal implant-on-a-chip with tailored mechanical, material and biological properties. This will provide a cost-effective tool, currently unavailable, that allows investigation into the impact of wear particles on health ....A novel precision-engineered microfluidic chip for wear particle research. This project aims to develop 1- novel protocols to generate clinically-relevant wear particles from spinal implants in-vitro and 2- a technological framework for the fabrication of a novel microfluidic 3D spinal implant-on-a-chip with tailored mechanical, material and biological properties. This will provide a cost-effective tool, currently unavailable, that allows investigation into the impact of wear particles on healthy spinal disc cells. We expect our technological framework to become an invaluable tool for biomedical engineers, biologists, and bio-engineers to work together and generate clinically relevant in-vitro data that supports optimisation for spinal implant design, fabrication, and safety. Read moreRead less
Brain-skull interface: discovering the missing piece of head biomechanics. Overall objective of this project is to measure, mathematically describe and implement in software mechanical properties of brain-skull interface – a critical component of current large and sophisticated computational models of the brain and the last missing piece of brain biomechanics knowledge. This will allow increased reliability of comprehensive biomechanical models used to simulate realistic injury and surgery scena ....Brain-skull interface: discovering the missing piece of head biomechanics. Overall objective of this project is to measure, mathematically describe and implement in software mechanical properties of brain-skull interface – a critical component of current large and sophisticated computational models of the brain and the last missing piece of brain biomechanics knowledge. This will allow increased reliability of comprehensive biomechanical models used to simulate realistic injury and surgery scenarios.
The problem is significant and urgent. Every year in Australia, there are over 22,000 cases of traumatic brain injury, some of which could be prevented by better passive and active countermeasures; and over 12,000 neurosurgical procedures that surgical simulation could make more accurate and therefore safer.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE230100435
Funder
Australian Research Council
Funding Amount
$428,568.00
Summary
Measuring and predicting sea spray spume droplets in the field. Sea spray spume droplets modulate heat and moisture fluxes between the ocean and atmosphere. These fluxes are a major source of uncertainty in extreme weather forecasting models due to a lack of reliable field measurement techniques. This project aims to develop a novel measurement technique to measure sea spray and generate new knowledge on the magnitude and nature of sea spray spume production. Expected outcomes include novel tool ....Measuring and predicting sea spray spume droplets in the field. Sea spray spume droplets modulate heat and moisture fluxes between the ocean and atmosphere. These fluxes are a major source of uncertainty in extreme weather forecasting models due to a lack of reliable field measurement techniques. This project aims to develop a novel measurement technique to measure sea spray and generate new knowledge on the magnitude and nature of sea spray spume production. Expected outcomes include novel tools, a baseline dataset of sea spray field observations and predictive capabilities. Providing critical information to forecast extreme weather and tropical cyclones, this research will improve accuracy of coastal weather hazard prediction providing many social and economic benefits for Australia and other nations.Read moreRead less
Industry Laureate Fellowships - Grant ID: IL230100205
Funder
Australian Research Council
Funding Amount
$3,509,590.00
Summary
Recycling Innovations to Transform Electronic Waste into Green Metals. Essential materials needed to achieve sovereign capability and electrification goals are in critical short supply yet are being discarded in mountains of electronic waste. This Green Metals project aims to develop scalable technology to recover valuable metals from complex wastes, to be deployed locally and regionally. The significance of the proposal is it directly addresses key national priorities around reducing waste, boo ....Recycling Innovations to Transform Electronic Waste into Green Metals. Essential materials needed to achieve sovereign capability and electrification goals are in critical short supply yet are being discarded in mountains of electronic waste. This Green Metals project aims to develop scalable technology to recover valuable metals from complex wastes, to be deployed locally and regionally. The significance of the proposal is it directly addresses key national priorities around reducing waste, boosting recycling, creating advanced manufacturing capability. Outcomes expected are recovering metals needed for future products, scalable microrecycling solutions and new materials supply chains. Significant benefits include new jobs and skills, reduced waste, advanced capability, new business opportunities and markets.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE240100722
Funder
Australian Research Council
Funding Amount
$362,245.00
Summary
Enabling Novel Hydrogen Storage via Combustible Ice for a Low-Carbon Future. This project aims to develop a new method for sustainable hydrogen storage. Hydrogen is vital for decarbonising Australia's economy, yet finding an efficient way for hydrogen storage is a global challenge. This project seeks to encapsulate hydrogen effectively in water to produce hydrogen-carrying combustible ice for efficient large-scale hydrogen storage, taking the advantages of water as the safest and cheapest raw ma ....Enabling Novel Hydrogen Storage via Combustible Ice for a Low-Carbon Future. This project aims to develop a new method for sustainable hydrogen storage. Hydrogen is vital for decarbonising Australia's economy, yet finding an efficient way for hydrogen storage is a global challenge. This project seeks to encapsulate hydrogen effectively in water to produce hydrogen-carrying combustible ice for efficient large-scale hydrogen storage, taking the advantages of water as the safest and cheapest raw material. Expected outcomes are cutting-edge knowledge and a new pathway of hydrogen storage. This project would contribute to turning Australia’s abundant renewable energy resources into substantial economic and environmental benefits and promote Australia's competitive edge in the global transition toward a low-carbon future.Read moreRead less
Foundations for offshore wind turbines in Australian carbonate seabed soils. This projects aims to enable performance prediction of foundations for offshore wind turbines in the challenging carbonate sandy sediments which are prevalent offshore Australia. This is significant for an emerging industry with each project costing tens of billions of dollars and foundations accounting for a quarter of the development cost. This project expects to provide guidance for these complex different soil condi ....Foundations for offshore wind turbines in Australian carbonate seabed soils. This projects aims to enable performance prediction of foundations for offshore wind turbines in the challenging carbonate sandy sediments which are prevalent offshore Australia. This is significant for an emerging industry with each project costing tens of billions of dollars and foundations accounting for a quarter of the development cost. This project expects to provide guidance for these complex different soil conditions that is based on advanced understanding obtained from innovative experimental and numerical techniques. Expected outcomes include de-risking through significantly reduced uncertainties. This research should therefore lead to significant economic and societal benefits of affordable clean energy and generation of jobs.Read moreRead less