A New Approach to Studying Whole Bodies and Body Parts Applied to Problems of Forensic Science. To bring to the study of whole humans and human body parts, new methods capable of major advances such as those already provided by DNA technology in the study of human tissues, cells and molecules. This will allow better identification of human groups, geographic populations, gender differences and ageing.
To update facilities in forensic sciences strengthening Australian security systems thus he ....A New Approach to Studying Whole Bodies and Body Parts Applied to Problems of Forensic Science. To bring to the study of whole humans and human body parts, new methods capable of major advances such as those already provided by DNA technology in the study of human tissues, cells and molecules. This will allow better identification of human groups, geographic populations, gender differences and ageing.
To update facilities in forensic sciences strengthening Australian security systems thus helping fight terrorism and crime.
To establish international collaborations for Australia, especially with Asia.
To train young people, through Master's and Doctoral degrees programmes, in handling the new techniques and applying them to problems of forensic science
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Management of Complex Assets Using Smart Information Systems. The aim is to develop an integrative framework and a smart system for holistic asset management in order to manage and optimise asset decisions vis-a-vis shifts in customer and market needs. It will develop an advanced conceptual framework, a dedicated smart system that is capable of handling uncertainty often associated with decision making in large complex operations. The benefits of this research are: a more competitive indusry wit ....Management of Complex Assets Using Smart Information Systems. The aim is to develop an integrative framework and a smart system for holistic asset management in order to manage and optimise asset decisions vis-a-vis shifts in customer and market needs. It will develop an advanced conceptual framework, a dedicated smart system that is capable of handling uncertainty often associated with decision making in large complex operations. The benefits of this research are: a more competitive indusry with focus on markets; a smart system to demonstrate business-based decision making and generally a much more sophisticated approach to asset management.Read moreRead less
Unifying Modern Approaches in Machine Learning. The proposed research will lead to better algorithms for some important machine learning problems that could lead to better tools for extracting useful knowledge from data such as in bioinformatics and sensor networks; it will strengthen an international collaboration with one of the world's top centres of machine learning research; it will contribute to an open source toolkit of machine learning algorithms which will put Australia on the map as a ....Unifying Modern Approaches in Machine Learning. The proposed research will lead to better algorithms for some important machine learning problems that could lead to better tools for extracting useful knowledge from data such as in bioinformatics and sensor networks; it will strengthen an international collaboration with one of the world's top centres of machine learning research; it will contribute to an open source toolkit of machine learning algorithms which will put Australia on the map as a provider of sophisticated machine learning software; it will provide training opportunities for several PhD students and a postdoc to work with some of the best machine learning researchers in the world.Read moreRead less
Teaching Software Agents to Play. This project is fundamental to computational intelligence and human brain science. Both strongly impact on the community and the nation. They form the backbone of contemporary information science and are key to our National Research Priorities. This research is of great community benefit. Our results will enable everyone to rapidly search, analyse and interpret vast amounts of information that is irretrievable by current methods. They will also enliven interacti ....Teaching Software Agents to Play. This project is fundamental to computational intelligence and human brain science. Both strongly impact on the community and the nation. They form the backbone of contemporary information science and are key to our National Research Priorities. This research is of great community benefit. Our results will enable everyone to rapidly search, analyse and interpret vast amounts of information that is irretrievable by current methods. They will also enliven interactive entertainment by spontaneously creating unique, tailor-made music. In sum, we are making a leap forward in the crucial area of collaborative intelligence.Read moreRead less
The Physics of Network Computation. This project combines expertise in nonlinear soliton physics and computational sciences in order to provide new insights into the physics of network computation. Our proposal addresses the mathematics and computer modelling underlying nonconscious problem solving. We develop a new template concept, the meta-mode, which embodies the network structure of knowledge and the linking mechanisms, which underpin human creativity. We establish the optimal connectiv ....The Physics of Network Computation. This project combines expertise in nonlinear soliton physics and computational sciences in order to provide new insights into the physics of network computation. Our proposal addresses the mathematics and computer modelling underlying nonconscious problem solving. We develop a new template concept, the meta-mode, which embodies the network structure of knowledge and the linking mechanisms, which underpin human creativity. We establish the optimal connectivity distributions to preserve distinct pattern classes yet allow model radical shifts in paradigms, and develop algorithms for autonomous connectivity optimisation. We investigate nonlinear process such as solitons and random Boolean networks as realisations of these principles.Read moreRead less
Electronically Conducting Nanofibres and Assemblies. With the use of new techniques that have just emerged in the last two years and are receiving rapidly growing interest throughout the world, this project will bring to Australia a new nanofabrication platform for making a variety of complex nanostructures. Fundamental researches on these complex nanostructures will greatly advance nanoscience. New nanotechnologies will be developed to address some world-wide challenging problems, e.g. energy ....Electronically Conducting Nanofibres and Assemblies. With the use of new techniques that have just emerged in the last two years and are receiving rapidly growing interest throughout the world, this project will bring to Australia a new nanofabrication platform for making a variety of complex nanostructures. Fundamental researches on these complex nanostructures will greatly advance nanoscience. New nanotechnologies will be developed to address some world-wide challenging problems, e.g. energy conversion and storage, chemical/biological sensing and other micro- and nanoelectronic devices. This project will bring both breakthrough science and frontier technologies for building and transforming Australian industries and help place Australia at the forefront of nanotechnology. Read moreRead less
Understanding the Behavior of Single-Walled Carbon Nanotubes in Liquids. The imminent manufacture of Single Walled Carbon Nanotubes (SWNTs) at prices comparable to those of high-performance polymers such as Kevlar, will open up potential applications of SWNTs as high-performance fibres and coatings. A major challenge is the development of scalable processes for producing large objects made of SWNTs. This project, in collaboration with researchers at Rice and Stanford Universities, aims to unders ....Understanding the Behavior of Single-Walled Carbon Nanotubes in Liquids. The imminent manufacture of Single Walled Carbon Nanotubes (SWNTs) at prices comparable to those of high-performance polymers such as Kevlar, will open up potential applications of SWNTs as high-performance fibres and coatings. A major challenge is the development of scalable processes for producing large objects made of SWNTs. This project, in collaboration with researchers at Rice and Stanford Universities, aims to understand the principles that underlie the successful liquid state processing of SWNTs. The novel strategies that arise will cement Australia's position as a leading country for research in nanotechnology, and place it at the forefront of this field, with great potential for economic advantage.Read moreRead less
Improving optical data storage and micromachining technology through better modelling and characterisation of their laser beams. The laser sources generally do not have simple (Gaussian) distributions. The applicant has recently developed a model, describing free propagation of complex (non-Gaussian) laser beams. This project seeks to develop a comprehending model for laser beams propagation through complex optical systems. The effects of various optical elements will be defined employing a no ....Improving optical data storage and micromachining technology through better modelling and characterisation of their laser beams. The laser sources generally do not have simple (Gaussian) distributions. The applicant has recently developed a model, describing free propagation of complex (non-Gaussian) laser beams. This project seeks to develop a comprehending model for laser beams propagation through complex optical systems. The effects of various optical elements will be defined employing a novel method known as SAFE (Stable Aggregate of Flexible Elements) which is a compromise between geometrical and physical optics. Applying this model to micromachining and optical data storage (ODS), which need high beam quality (low divergence and good focussibility), enable accurate predictive capability critical to the optimisation of micromachining and ODS designs.Read moreRead less
WAVELET-BASED MODELLING AND MODEL PREDICTIVE CONTROL OF COMPLEX MULTIDIMENSIONAL CRYSTALLISATION PROCESSES. The results of this project will directly contribute to a better understanding of crystallisation which is an important unit operation to achieve high purity separations. Many Australian industries for example, mineral processing, sugar processing, pharmaceuticals, etc will benefit from the results in order to enhance optimal operation and control to ensure globally competitive production ....WAVELET-BASED MODELLING AND MODEL PREDICTIVE CONTROL OF COMPLEX MULTIDIMENSIONAL CRYSTALLISATION PROCESSES. The results of this project will directly contribute to a better understanding of crystallisation which is an important unit operation to achieve high purity separations. Many Australian industries for example, mineral processing, sugar processing, pharmaceuticals, etc will benefit from the results in order to enhance optimal operation and control to ensure globally competitive production which is on time, minimize wastes and raw materials and inventories. The leading edge results will increase the contributions of these industries to the Australian economy and our global competitiveness necessary to maintain our culture and the beauty of our environment. Read moreRead less
The development of particle-depleted regions in dense suspensions of neutrally buoyant particles. We aim to measure the spatial variation of fluid speed and particle speed, and of particle concentration, across and along a pipe into which has been introduced a mixture of said particles and fluid. This problem has significance in mechanical and chemical engineering wherever particle/fluid mixtures are flowing. The expected outcomes are recognition of a major contribution to world research, as w ....The development of particle-depleted regions in dense suspensions of neutrally buoyant particles. We aim to measure the spatial variation of fluid speed and particle speed, and of particle concentration, across and along a pipe into which has been introduced a mixture of said particles and fluid. This problem has significance in mechanical and chemical engineering wherever particle/fluid mixtures are flowing. The expected outcomes are recognition of a major contribution to world research, as well as technological applications; one that motivates us is the blood shear in the bearings of a revolutionary Australian blood pump for cardiac assist that avoids both pivots and magnetic suspension for the single moving part.Read moreRead less