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
A Laser Guide Star using a High Power, Synchronously Pumped Optical Parametric Oscillators. We will develop a novel high power source of 589nm coherent (laser) light to be used to create a laser guide star by exciting sodium atoms in the earth's upper atmosphere (the mesosphere). This is needed to determine the distortion caused by the atmosphere on an optical beam propagating through it and generate the information needed to correct those distortions using an adaptive optics telescope. This pr ....A Laser Guide Star using a High Power, Synchronously Pumped Optical Parametric Oscillators. We will develop a novel high power source of 589nm coherent (laser) light to be used to create a laser guide star by exciting sodium atoms in the earth's upper atmosphere (the mesosphere). This is needed to determine the distortion caused by the atmosphere on an optical beam propagating through it and generate the information needed to correct those distortions using an adaptive optics telescope. This project focuses on the development of a novel high power 589nm source based on a synchronously pumped optical parametric oscillator.Read moreRead less
Technologies for space-based optical interferometry. Gravitational waves are ripples in the curvature of space-time produced by the motion of massive celestial objects. Gravitational waves provide a different kind of information about the universe and their measurement will lead to an entirely new type of astronomy. The quest to detect gravitational waves is entering a new era with the Laser Interferometer Space Antenna (LISA) now under development. LISA is a two billion dollar joint NASA/ESA de ....Technologies for space-based optical interferometry. Gravitational waves are ripples in the curvature of space-time produced by the motion of massive celestial objects. Gravitational waves provide a different kind of information about the universe and their measurement will lead to an entirely new type of astronomy. The quest to detect gravitational waves is entering a new era with the Laser Interferometer Space Antenna (LISA) now under development. LISA is a two billion dollar joint NASA/ESA deep space mission to build a gravitational wave observatory in space. This research will develop Australian technologies critical to the success of LISA and other future deep space missions.Read moreRead less
Optical parametric processes in randomized nonlinear photonic structures. This project will have an impact on understanding of the nonlinear optical effects in micron and sub-micron structures providing knowledge for potential practical applications. Innovative ideas emanating from this program will increase the national and international standing of the ANU and strengthen the reputation of Australia in the field of nonlinear photonics. The project will expand existing and create new collaborati ....Optical parametric processes in randomized nonlinear photonic structures. This project will have an impact on understanding of the nonlinear optical effects in micron and sub-micron structures providing knowledge for potential practical applications. Innovative ideas emanating from this program will increase the national and international standing of the ANU and strengthen the reputation of Australia in the field of nonlinear photonics. The project will expand existing and create new collaborative links with high profile international partners. It will also provide training and experience in the cutting edge research for graduate and undergraduate students.Read moreRead less