Unified framework of intestinal motility. The project aims to establish how a few fundamental mechanisms determine the large repertoire of intestinal motor patterns responsible for moving nutrients along the digestive tract. The project will combine experimental and theoretical data, with biomechanical and electrophysiological models to create a new understanding of this essential function of the body.
Monolithic Integration of Silicon Waveguide and Ge1-xSix Photodetector on Silicon-on Insulator Platform for Intra-chip Optical Interconnect. Photonics has become the major technology underpinning the communication and storage of data. As photonics advances applications are emerging which demand components be manufactured cheaply in the manner achieved by the electronics industry in the silicon chip. Silicon is now emerging as an important photonic material and devices can benefit from inexpensiv ....Monolithic Integration of Silicon Waveguide and Ge1-xSix Photodetector on Silicon-on Insulator Platform for Intra-chip Optical Interconnect. Photonics has become the major technology underpinning the communication and storage of data. As photonics advances applications are emerging which demand components be manufactured cheaply in the manner achieved by the electronics industry in the silicon chip. Silicon is now emerging as an important photonic material and devices can benefit from inexpensive processing methods developed for electronics. This project aims to capture key intellectual property for monolithically integrating key photonic components onto a silicon platform. The project can bring social and commercial benefits to Australia such as high-level research and training in nanotechnology as well as opportunities for commercialisation in niche markets.Read moreRead less
Towards Generalisable and Unbiased Dynamic Recommender Systems. This project aims to develop the foundations, including models, methodology, and algorithms for building generalisable and unbiased dynamic recommender systems to facilitate intelligent decision-making, prompt contextualised and personalised strategic plans, and support context-aware action recourse. To ensure that fundamental principles, such as fairness and transparency, are respected, a set of algorithms and techniques are propos ....Towards Generalisable and Unbiased Dynamic Recommender Systems. This project aims to develop the foundations, including models, methodology, and algorithms for building generalisable and unbiased dynamic recommender systems to facilitate intelligent decision-making, prompt contextualised and personalised strategic plans, and support context-aware action recourse. To ensure that fundamental principles, such as fairness and transparency, are respected, a set of algorithms and techniques are proposed to develop recommender systems in a more responsible manner. The result of this project will not only maintain Australia's leadership in this frontier research area, but also serve as an excellent vehicle for the education and training of Australia's next generation of scholars and engineers.Read moreRead less
Rigorous Privacy Compliance in Modern Application Ecosystems. Modern network applications such as mobile applications and browser extensions have become the primary gateways for consumers to access the Internet in today’s digital landscape. This project aims to address privacy issues in these ecosystems by developing a new privacy-compliance assessment framework. The framework will evaluate the current privacy practices of application ecosystems, enabling users and developers in Australia and wo ....Rigorous Privacy Compliance in Modern Application Ecosystems. Modern network applications such as mobile applications and browser extensions have become the primary gateways for consumers to access the Internet in today’s digital landscape. This project aims to address privacy issues in these ecosystems by developing a new privacy-compliance assessment framework. The framework will evaluate the current privacy practices of application ecosystems, enabling users and developers in Australia and worldwide to reliably identify potential privacy risks and issues on their applications. The intended outcomes should endow data controllers with the capability of evidencing their compliance of data protection legislations such as Australia Privacy Act 1988 and EU General Data Protection Regulation (GDPR).Read moreRead less
Optimising throughput and Delay in network coded systems. This project addresses one main disadvantage of network coding: decoding delay. By solving this issue, we will unlock the true potential of network coding: delivery of high data rates in wireless and wireline networks. This will make network coding an attractive choice for live video streaming and mission-critical delay-sensitive applications.
Privacy-preserving data processing on the cloud. This project aims to address the current lack of privacy of user data processed by common cloud computing web servers, including email, business data, and confidential files. This project aims to develop new techniques in cryptography. The anticipated outcome is a suite of practical tools enabling common cloud computing processing operations such as search, statistical analysis, and multi-user access control, to be performed efficiently while pres ....Privacy-preserving data processing on the cloud. This project aims to address the current lack of privacy of user data processed by common cloud computing web servers, including email, business data, and confidential files. This project aims to develop new techniques in cryptography. The anticipated outcome is a suite of practical tools enabling common cloud computing processing operations such as search, statistical analysis, and multi-user access control, to be performed efficiently while preserving the data privacy. These tools should provide significant benefits to the privacy of cloud users, as well as financial and reputation benefits to the IT industry, by significantly reducing the likelihood of massive user data privacy breaches in the event of a cyber-hacking attack on the cloud server.Read moreRead less
Using data mining methods to remove uncertainties in sensor data streams. This project will develop key techniques for removing uncertainties in sensor data streams and thus improve the monitoring quality of sensor networks. The expected outcomes will benefit Australia by enabling improved, lower-cost monitoring of natural resources and management of stock raising.
Privacy-preserving record linkage on multiple large databases. Record linkage has been recognised as a crucial infrastructure component in many information systems, however privacy concerns commonly prevent the linking of databases that contain personal information. This project will develop techniques that will enable the linking of multiple large databases without revealing any private information.
Structural Characterization of Ion Beam Synthesized Metallic Nanocrystals using Advanced Synchrotron based Analytical Techniques. Metallic nanocrystals formed by ion implantation represent a highly relevant class of nanomaterials with significant potential applications in communication technology. A detailed understanding of the structure of such crystals, as proposed in the project, will yield considerable information for efficient utilization of ion beam synthesized nanocrystals. This will enh ....Structural Characterization of Ion Beam Synthesized Metallic Nanocrystals using Advanced Synchrotron based Analytical Techniques. Metallic nanocrystals formed by ion implantation represent a highly relevant class of nanomaterials with significant potential applications in communication technology. A detailed understanding of the structure of such crystals, as proposed in the project, will yield considerable information for efficient utilization of ion beam synthesized nanocrystals. This will enhance Australia's strength in nanotechnology and materials science and create the potential for technical innovation. Furthermore, this project will produce significant know-how in synchrotron based analytical techniques which is invaluable with respect to future research at the forthcoming Australian synchrotron facility.Read moreRead less
Novel Silicon-Based Photonic Devices. Silicon's pre-eminence in high-speed digital electronics does not extend to optoelectronics where the demand is for devices that can generate, guide, detect and process light. However, the properties of silicon are dramatically altered when it is reduced to nanometre dimensions. Advances in the understanding of such effects and in the fabrication and application of nanoscale silicon have provided the prospect of new and innovative Si-based photonic devices, ....Novel Silicon-Based Photonic Devices. Silicon's pre-eminence in high-speed digital electronics does not extend to optoelectronics where the demand is for devices that can generate, guide, detect and process light. However, the properties of silicon are dramatically altered when it is reduced to nanometre dimensions. Advances in the understanding of such effects and in the fabrication and application of nanoscale silicon have provided the prospect of new and innovative Si-based photonic devices, and of fully integrated electronic and photonic functionality. This project aims to extend the understanding of nanoscale silicon and to develop and prototype novel Si-based photonic devices based on this material.Read moreRead less