High-performance computational data-mining techniques for feature detection in complex time series from large-scale, networked plasma experiments. Terabytes of data are gathered from large experimental facilities as complex time-series. Analysis of these data is daunting, especially when they involve high-dimensional spectral or image arrays. We will develop high-performance computational techniques for dimension reduction, efficient data-mining, and experimental control, using as an initial ta ....High-performance computational data-mining techniques for feature detection in complex time series from large-scale, networked plasma experiments. Terabytes of data are gathered from large experimental facilities as complex time-series. Analysis of these data is daunting, especially when they involve high-dimensional spectral or image arrays. We will develop high-performance computational techniques for dimension reduction, efficient data-mining, and experimental control, using as an initial target the H-1NF plasma fusion MNRF at the ANU and its >100 GB/year data stream. The techniques will immediately provide Australian researchers with unique tools for collaboration in international research to develop fusion as a low-emissions source of electricity, and will be applicable to complex time-series analysis in other areas of science, medicine, and defence.Read moreRead less
Special Research Initiatives - Grant ID: SR0354604
Funder
Australian Research Council
Funding Amount
$10,000.00
Summary
ARC Network in Imaging Science and Technology. The ARC Network in Imaging Science and Technology is a field of research network covering the fundamental science and technological development of applied imaging systems. The network will encompass all aspects of the imaging sciences from image formation, through image processing and analysis, and on to image visualisation. In particular, the network will focus on a number of application areas that utilise these core technologies: medical imaging; ....ARC Network in Imaging Science and Technology. The ARC Network in Imaging Science and Technology is a field of research network covering the fundamental science and technological development of applied imaging systems. The network will encompass all aspects of the imaging sciences from image formation, through image processing and analysis, and on to image visualisation. In particular, the network will focus on a number of application areas that utilise these core technologies: medical imaging; surveillance and security; materials science and metallurgy; environmental monitoring; and consumer imaging. In this way, the network will provide an environment for creative inter-disciplinary research to the socio-economic benefit of Australia.Read moreRead less
Characterisation and fabrication of nanophotonic devices based on multi-layer stacks. The aim of this proposal is to continue the existing collaborative project on fabrication and characterisation of nanophotonic devices based on the multi-layer stack method. The project will integrate the state-of-the-art techniques in the respective collaborating universities to fabricate a nano-probe which can produce an evanescent field approximately four orders of magnitude stronger than that under the conv ....Characterisation and fabrication of nanophotonic devices based on multi-layer stacks. The aim of this proposal is to continue the existing collaborative project on fabrication and characterisation of nanophotonic devices based on the multi-layer stack method. The project will integrate the state-of-the-art techniques in the respective collaborating universities to fabricate a nano-probe which can produce an evanescent field approximately four orders of magnitude stronger than that under the conventional condition. This novel probe provides a key to the successful fabrication of innovative nanophotonic devices including photonic transistors, photonic circuits, high-density data storage disks and drives, nano-motors and biochips, which underpin biotechnology, information technology and optical computing technology.Read moreRead less
A novel spectrum encoding technology using nanoparticles for high-density, high-speed information coding and retrieval. The key-sector in high tech markets has been the photonics industry over the last decade, and it will continue to revolutionise our ways of information storage, processing and transfer for the next 10 to 20 years. The current project of novel spectrum-encoding technology will prove to be the key technological innovation in photonics (one of the National Research Priorities), w ....A novel spectrum encoding technology using nanoparticles for high-density, high-speed information coding and retrieval. The key-sector in high tech markets has been the photonics industry over the last decade, and it will continue to revolutionise our ways of information storage, processing and transfer for the next 10 to 20 years. The current project of novel spectrum-encoding technology will prove to be the key technological innovation in photonics (one of the National Research Priorities), which will not only meet the growing demands of the consumer market, but also continue to drive the industry and create new markets. This is in line with the Priority Goals set by the Minister for Education, Science and Training, as it will put Australia into the unique position in the information age.Read moreRead less
Universal quantum imaging. This project will integrate quantum technology with the rapidly advancing techniques of spatial light modulation utilised in LCD displays and video projectors. We will develop, for the first time, broadly versatile imaging technology based on quantum mechanics, enabling both important applications in future medical diagnostic devices and communication systems; and fundamental advances in the biological and quantum sciences. Quantum technologies offer the promise to rev ....Universal quantum imaging. This project will integrate quantum technology with the rapidly advancing techniques of spatial light modulation utilised in LCD displays and video projectors. We will develop, for the first time, broadly versatile imaging technology based on quantum mechanics, enabling both important applications in future medical diagnostic devices and communication systems; and fundamental advances in the biological and quantum sciences. Quantum technologies offer the promise to revolutionise many aspects of modern life, from computing and communications, to medical imaging and metrology. This project will put Australia at the international forefront of quantum imaging, enhancing Australia's already significant international presence in the area.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
Multi-dimensional optical data storage based on nanophotonics - the third generation optical data storage technology. The key-sector in high tech markets has been the photonics industry over the last decade, and it will continue to revolutionise our ways of information storage, processing and transfer for the next 10 to 20 years. The current project of high-capacity Petabyte optical data storage, i.e the third generation optical data storage, will prove to be the key technological innovation in ....Multi-dimensional optical data storage based on nanophotonics - the third generation optical data storage technology. The key-sector in high tech markets has been the photonics industry over the last decade, and it will continue to revolutionise our ways of information storage, processing and transfer for the next 10 to 20 years. The current project of high-capacity Petabyte optical data storage, i.e the third generation optical data storage, will prove to be the key technological innovation in photonics (one of the National Research Priorities), which will not only meet the growing demands of the consumer market, but also continue to drive the industry and create new markets. This is in line with the Priority Goals set by the Minister for Education, Science and Training, as it will put Australia into the unique position in the information age. Read moreRead less
Nano-photonic fabrication and storage using near-field super-resolving probes. The aim of the project is to develop a novel near-field storage device and nano-fabrication instruments, which are based on the super-resolution technique. As a result, the new storage device has a density 100 times of the current DVD technology. The nano-fabrication techniques can be used for all optics devices of nanometer resolution for fast information transferring. This project extends the key developments in t ....Nano-photonic fabrication and storage using near-field super-resolving probes. The aim of the project is to develop a novel near-field storage device and nano-fabrication instruments, which are based on the super-resolution technique. As a result, the new storage device has a density 100 times of the current DVD technology. The nano-fabrication techniques can be used for all optics devices of nanometer resolution for fast information transferring. This project extends the key developments in the field of nano-photonics and will put Australia in a uniquely strong position in the internationally competitive information technology field.Read moreRead less
Development of three-dimensional high-density optical data storage and photonic crystals in photo-polymers with a superresolution imaging system. The aim of this project is to develop a three-dimensional (3-D) high-density optical data storage method and photonic crystals in photo-polymers using a superresolution imaging system. As a result, it is possible to produce a 3-D data density of approximately 10 Tbits/cm3 in low-cost and erasable photo-polymers, equivalent to 3000 times the information ....Development of three-dimensional high-density optical data storage and photonic crystals in photo-polymers with a superresolution imaging system. The aim of this project is to develop a three-dimensional (3-D) high-density optical data storage method and photonic crystals in photo-polymers using a superresolution imaging system. As a result, it is possible to produce a 3-D data density of approximately 10 Tbits/cm3 in low-cost and erasable photo-polymers, equivalent to 3000 times the information in a current digital video disc (DVD). 3-D polymer-based photonic crystals will provide fast, low-cost and compact all-optics devices for optical computing technology. Consequently, the capacity and speed of information super-highways will be significantly increased, which enhances the internationally competitive ability of Australia in information technology.Read moreRead less
The astrophysical stochastic background of gravitational waves and detection by advanced high optical power interferometers: an Australia-US collaboration. The proposed project is designed to enable one of the most exciting and least studied components of the gravitational wave spectrum, the Astrophysical Gravitational wave Background (AGB), to be detected by Advanced LIGO. It will extend the Australia-US collaboration in Advanced LIGO to include modeling, simulation and detection methods of the ....The astrophysical stochastic background of gravitational waves and detection by advanced high optical power interferometers: an Australia-US collaboration. The proposed project is designed to enable one of the most exciting and least studied components of the gravitational wave spectrum, the Astrophysical Gravitational wave Background (AGB), to be detected by Advanced LIGO. It will extend the Australia-US collaboration in Advanced LIGO to include modeling, simulation and detection methods of the AGB and the study of the optical noise in LIGO and Advanced LIGO type systems. In particular we plan to search for anomalous noise sources and, especially those arising in high optical power cavities that could limit detection of the AGB.Read moreRead less