Learning Software Security Analysers with Imperfect Data. This project aims to systematically investigate next-generation learning-based software security analysis to detect vulnerabilities in real-world large-scale software. The expected learning-based foundation will support the handling of imperfect data in order to provide a precise, scalable and adaptive security analysis of the critical software components, thus capturing important security vulnerabilities missed by existing approaches. Th ....Learning Software Security Analysers with Imperfect Data. This project aims to systematically investigate next-generation learning-based software security analysis to detect vulnerabilities in real-world large-scale software. The expected learning-based foundation will support the handling of imperfect data in order to provide a precise, scalable and adaptive security analysis of the critical software components, thus capturing important security vulnerabilities missed by existing approaches. The success of this project will further enhance the international competitiveness of Australian research in this important field and will benefit any Australian industry and business where software systems are deeply-rooted, such as transportation, smart homes, medical devices, defence and finance.Read moreRead less
Radiation and Ablation in Rapidly Expanding Flows. The aim of the project is to record the spectra of radiation from a region of rapidly expanding flow representative of the passage of the shock layer on a re-entry capsule from the windward to the leeward surfaces. The significance of this work is that it addresses a critical area of spacecraft where the uncertainties of our design techniques are of the order of 300 per cent in terms of surface heat transfer, and current vehicles have to use lar ....Radiation and Ablation in Rapidly Expanding Flows. The aim of the project is to record the spectra of radiation from a region of rapidly expanding flow representative of the passage of the shock layer on a re-entry capsule from the windward to the leeward surfaces. The significance of this work is that it addresses a critical area of spacecraft where the uncertainties of our design techniques are of the order of 300 per cent in terms of surface heat transfer, and current vehicles have to use large safety factors to ensure survivability. The outputs from the project will be a data base of radiative parameters which should enable accurate models of the flow to be developed, which is expected to facilitate the design of advanced spacecraft with greater safety and reliability, and with lower structural mass.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE170100235
Funder
Australian Research Council
Funding Amount
$388,000.00
Summary
Spectroscopy and imaging platform for photoactive materials. This project aims to establish a comprehensive analytic tool-box to characterise solution-processable materials for thin-film solar cells based on materials such as perovskites. These materials have light harvesting properties with absorption edges beyond 800 nm. This project will focus on time-resolved transient absorption and microwave conductivity phenomena and on lock-in thermographic imaging capabilities. This will accelerate mate ....Spectroscopy and imaging platform for photoactive materials. This project aims to establish a comprehensive analytic tool-box to characterise solution-processable materials for thin-film solar cells based on materials such as perovskites. These materials have light harvesting properties with absorption edges beyond 800 nm. This project will focus on time-resolved transient absorption and microwave conductivity phenomena and on lock-in thermographic imaging capabilities. This will accelerate materials and technological development in this research field. This project is expected to help the local and global energy sector transition to sustainable energy, provide a competitive edge for commercialisations of solar technologies in Australia, and benefit the economy, environment and national security.Read moreRead less
Next generation garbage collection: discovery, design, and development. This project aims to improve the performance of programming languages used by millions of Australians every day, such as Java, JavaScript and PHP by developing improved memory-management algorithms. These languages use what is referred to as “garbage collection” to ensure memory is managed without data loss, but do so conservatively and consequently cause performance challenges and energy overheads. This project expects to p ....Next generation garbage collection: discovery, design, and development. This project aims to improve the performance of programming languages used by millions of Australians every day, such as Java, JavaScript and PHP by developing improved memory-management algorithms. These languages use what is referred to as “garbage collection” to ensure memory is managed without data loss, but do so conservatively and consequently cause performance challenges and energy overheads. This project expects to provide these languages with improved memory-management algorithms, and provides researchers and industry with a framework for innovation. This project will enable safe software that is more efficient on today's hardware and able to exploit emerging hardware. This project should lead to better performance and energy savings for server applications, phones, watches, and smart appliances, while ensuring memory safety.Read moreRead less
Multi-functional nano-modified cementitious materials for well cementing. By incorporating different nano-materials in well cements, this project aims to develop multi-functional cementitious materials with self-sensing properties and greater strength and durability under extreme conditions including high/low temperatures, high pressure and corrosive environments. The integrity and longevity of well cement are paramount for the safe, efficient, environmentally sustainable production of oil and n ....Multi-functional nano-modified cementitious materials for well cementing. By incorporating different nano-materials in well cements, this project aims to develop multi-functional cementitious materials with self-sensing properties and greater strength and durability under extreme conditions including high/low temperatures, high pressure and corrosive environments. The integrity and longevity of well cement are paramount for the safe, efficient, environmentally sustainable production of oil and natural gas resources. Cementing problems are the main factor contributing to incidents during drilling and completion of wells, necessitating costly remediation. It is expected that the novel cement developed in the project will produce safer wells with fewer (gas) environmental emission risks.Read moreRead less
Industrial Transformation Training Centres - Grant ID: IC160100032
Funder
Australian Research Council
Funding Amount
$3,024,379.00
Summary
ARC Training Centre in Lightweight Automotive Structures. ARC Training Centre in Lightweight Automotive Structures. This training centre aims to train a cohort of industry-focused researchers and to develop new lightweighting technologies, which are key to reducing carbon dioxide (CO2 emissions in transportation. In partnership with domestic and international companies and universities, this centre intends to develop new lightweight materials, advanced manufacturing processes, energy storage des ....ARC Training Centre in Lightweight Automotive Structures. ARC Training Centre in Lightweight Automotive Structures. This training centre aims to train a cohort of industry-focused researchers and to develop new lightweighting technologies, which are key to reducing carbon dioxide (CO2 emissions in transportation. In partnership with domestic and international companies and universities, this centre intends to develop new lightweight materials, advanced manufacturing processes, energy storage designs, and rapid non-destructive evaluation techniques. The intended outcome is to accelerate the transformation of Australia's automotive industry—now facing unprecedented structural adjustment—from vehicle production to export of design and engineering services, high-value products, and novel technology solutions.Read moreRead less