A Novel Multilevel Modelling Framework to Design Diamond Nanothread Bundles. This project aims to develop a novel, computationally-based framework to optimally and efficiently design new fibre materials based on the diamond nanothreads synthesized by the PI in 2014. The CIs (and others) have demonstrated the tremendous promise these materials hold to replace common carbon fibres. The proposed framework will combine advanced computer modelling, statistical learning, genetic algorithm-based optima ....A Novel Multilevel Modelling Framework to Design Diamond Nanothread Bundles. This project aims to develop a novel, computationally-based framework to optimally and efficiently design new fibre materials based on the diamond nanothreads synthesized by the PI in 2014. The CIs (and others) have demonstrated the tremendous promise these materials hold to replace common carbon fibres. The proposed framework will combine advanced computer modelling, statistical learning, genetic algorithm-based optimal design and experimental validations. It will accelerate the design of these new carbon-based fibres as game-changing materials in a wide range of areas. Ultimately this project has the potential to deliver significant economic benefits and will place Australia at the forefront of the industrial revolution of the future.Read moreRead less
Australian Laureate Fellowships - Grant ID: FL190100014
Funder
Australian Research Council
Funding Amount
$2,871,982.00
Summary
New Technologies for Delivering Sustainable Free-form Architecture. This project aims to harness the full potential of digital technologies to significantly enhance the performance and reduce the environmental impact of free-form architecture of the future. The research expects to establish a fundamentally new computational platform capable of producing diverse and competitive designs, and an environmentally friendly manufacturing process for realising such designs. Expected outcomes include an ....New Technologies for Delivering Sustainable Free-form Architecture. This project aims to harness the full potential of digital technologies to significantly enhance the performance and reduce the environmental impact of free-form architecture of the future. The research expects to establish a fundamentally new computational platform capable of producing diverse and competitive designs, and an environmentally friendly manufacturing process for realising such designs. Expected outcomes include an unprecedented cloud-based interactive design tool, and a novel minimum-waste manufacturing technology for fabricating mass-customised building components. This project will transform the architecture, engineering and construction (AEC) sector and make the Australian manufacturing industry more competitive globally.Read moreRead less
A Bayesian Approach to Distributed Estimation for Multi-Object Systems. This project aims to develop new signal processing techniques that facilitate autonomous technologies for environmental perception, with the ability to efficiently process large data volumes from multiple sensing modalities. Rapid advances in sensors and networks have led to a digital data deluge, from which extracting useful information presents new technological challenges and opportunities. To address this development, th ....A Bayesian Approach to Distributed Estimation for Multi-Object Systems. This project aims to develop new signal processing techniques that facilitate autonomous technologies for environmental perception, with the ability to efficiently process large data volumes from multiple sensing modalities. Rapid advances in sensors and networks have led to a digital data deluge, from which extracting useful information presents new technological challenges and opportunities. To address this development, this project seeks to develop new distributed solutions for statistical estimation, which are specifically designed for dynamic systems with multiple object states, and are inherently scalable and robust. The potential benefits include new technologies for smart cities, autonomous infrastructure, and digital productivity.Read moreRead less
Next generation nondestructive inspection using guided-wave mixing. This project aims to develop a novel approach for early damage detection. It relies on a systematic experimental investigation of nonlinear ultrasonic interaction between different input wave modes in the presence of damage, so as to identify optimal mode selections and operating parameters that will maximise the sensitivity to particular forms of structural damage. The effects of in-service loading on wave-mixing response, and ....Next generation nondestructive inspection using guided-wave mixing. This project aims to develop a novel approach for early damage detection. It relies on a systematic experimental investigation of nonlinear ultrasonic interaction between different input wave modes in the presence of damage, so as to identify optimal mode selections and operating parameters that will maximise the sensitivity to particular forms of structural damage. The effects of in-service loading on wave-mixing response, and non-contact detection suitable for hard-to-inspect surface conditions, will also be investigated. The new developments will help transform existing schedule-based maintenance practice to a condition-based maintenance paradigm, to achieve significant cost savings in maintenance.Read moreRead less
Characterisation of mechanical behaviour of lithiated silicon. This project aims to develop novel characterisation and numerical techniques, thus aiming to solve the problem of mechanical failure in silicon based high energy density lithium-ion batteries. This will be achieved through development of novel techniques for in situ microscopy observation, nano-mechanics testing and atomistic modeling. The expected outcomes are effective solutions for development of reliable and efficient battery sys ....Characterisation of mechanical behaviour of lithiated silicon. This project aims to develop novel characterisation and numerical techniques, thus aiming to solve the problem of mechanical failure in silicon based high energy density lithium-ion batteries. This will be achieved through development of novel techniques for in situ microscopy observation, nano-mechanics testing and atomistic modeling. The expected outcomes are effective solutions for development of reliable and efficient battery systems. This project will provide significant benefits in the development of new power sources and energy storage devices for mobile electronics, electric vehicle and sustainable energy industries.Read moreRead less
Sustainable wastewater management. This project aims to extract high-value liquid products (medium-chain fatty acids) from wastewater with minimised greenhouse gas emissions and energy consumption, in addition to clean water. Traditional wastewater treatment removes organic carbon and nutrients by using vast amounts of energy and releasing greenhouse gas. However, wastewater is a substantial but largely untapped renewable resource. The intended outcome is to transform wastewater from a troubleso ....Sustainable wastewater management. This project aims to extract high-value liquid products (medium-chain fatty acids) from wastewater with minimised greenhouse gas emissions and energy consumption, in addition to clean water. Traditional wastewater treatment removes organic carbon and nutrients by using vast amounts of energy and releasing greenhouse gas. However, wastewater is a substantial but largely untapped renewable resource. The intended outcome is to transform wastewater from a troublesome pollutant to a valuable resource and reduce carbon footprints.Read moreRead less
Interface structures mediating load transfer between soft and hard tissues. This project aims to develop a novel technology platform to mediate load transfer between synthetic and biological materials with dissimilar mechanical properties, creating an effective interface mechanism. It will generate new knowledge in materials engineering by combining interdisciplinary expertise and state-of-the-art technologies in computational modelling, biomaterials, and additive manufacturing. Expected outcome ....Interface structures mediating load transfer between soft and hard tissues. This project aims to develop a novel technology platform to mediate load transfer between synthetic and biological materials with dissimilar mechanical properties, creating an effective interface mechanism. It will generate new knowledge in materials engineering by combining interdisciplinary expertise and state-of-the-art technologies in computational modelling, biomaterials, and additive manufacturing. Expected outcomes are high-tech ceramic structures optimized to interface effectively between synthetic soft tissues and natural hard tissues. This could ultimately benefit Australian industry engaged in developing next-generation synthetic orthopaedic solutions, providing a significant competitive advantage in an expanding global market.Read moreRead less
Modelling human perceptual-motor interaction for human-machine applications. This project aims to develop a new modelling framework for identifying the perceptual-motor processes that underlie cooperative and competitive human interaction. The project will also determine whether this modelling framework can be combined with modern machine-learning methods to develop artificial agents capable of human level performance. Expected outcomes will include a practical methodology for rapidly generating ....Modelling human perceptual-motor interaction for human-machine applications. This project aims to develop a new modelling framework for identifying the perceptual-motor processes that underlie cooperative and competitive human interaction. The project will also determine whether this modelling framework can be combined with modern machine-learning methods to develop artificial agents capable of human level performance. Expected outcomes will include a practical methodology for rapidly generating models of effective human interaction that can be easily implemented in human-machine systems. This will provide a richer understanding of the fundamental perceptual-motor processes that support robust human interaction and enhanced the effectiveness of human-machine collaboration and training technologies.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE220101147
Funder
Australian Research Council
Funding Amount
$407,600.00
Summary
First-principles design of atomic defects for quantum technologies. This project aims to address the issue of designing and engineering better single-photon sources based on atomic defects in solids, a crucial building block for many quantum technologies. Using advanced first-principles quantum mechanical theories and calculations, the project expects to produce fundamental knowledge of key mechanisms and properties, and to use this to inform the design of new atomic defects for tailored applica ....First-principles design of atomic defects for quantum technologies. This project aims to address the issue of designing and engineering better single-photon sources based on atomic defects in solids, a crucial building block for many quantum technologies. Using advanced first-principles quantum mechanical theories and calculations, the project expects to produce fundamental knowledge of key mechanisms and properties, and to use this to inform the design of new atomic defects for tailored applications as quantum emitters. The expected outcomes, including novel methodologies, will contribute to different research areas, from condensed matter and materials physics to quantum science and technology. This project should provide significant benefits in accelerating quantum technology innovation in Australia.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE210101669
Funder
Australian Research Council
Funding Amount
$430,485.00
Summary
Polycomb Group Proteins - Shaping Chromatin Architecture to Silence Genes . This project aims to address the fundamental question of how genes are switched off by studying a group of molecular off-switches, the polycomb group proteins. The project is expected to generate new knowledge in the area of gene regulation and epigenetics by combining innovative methods of structural biology and cell biology in an interdisciplinary way. The expected outcomes include a more complete picture of the molecu ....Polycomb Group Proteins - Shaping Chromatin Architecture to Silence Genes . This project aims to address the fundamental question of how genes are switched off by studying a group of molecular off-switches, the polycomb group proteins. The project is expected to generate new knowledge in the area of gene regulation and epigenetics by combining innovative methods of structural biology and cell biology in an interdisciplinary way. The expected outcomes include a more complete picture of the molecular mechanisms that regulate gene expression and the development of novel methods to image the genome. This should provide significant benefits, such as facilitated development of gene editing tools and regulatory circuits for synthetic biology, as well as novel capabilities to image the genome at high resolution Read moreRead less