AI-driven Effective Query Formulation for Better Systematic Reviews. This project aims to develop novel AI-based search engine methods to make the creation of systematic reviews cheaper, faster and unbiased. Systematic reviews are the cornerstone for evidence-based decisions in clinical practice and government policy making. Given the pace new research is published at, it is unsustainable to manually conduct systematic reviews in the traditional manner, taking on average 2 years and $350K and be ....AI-driven Effective Query Formulation for Better Systematic Reviews. This project aims to develop novel AI-based search engine methods to make the creation of systematic reviews cheaper, faster and unbiased. Systematic reviews are the cornerstone for evidence-based decisions in clinical practice and government policy making. Given the pace new research is published at, it is unsustainable to manually conduct systematic reviews in the traditional manner, taking on average 2 years and $350K and becoming already outdated when published. The outcomes of this project will lead to systematic reviews of higher quality, while reducing their financial and temporal costs, providing significant benefits to organisations performing reviews and their funders, and to people impacted by decisions made from the reviews.Read moreRead less
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
Suharto's enablers? Social complicity in the Indonesian killings of 1965-66. This projects aims to revolutionise understandings of civilian involvement in the most critical and bloody turning point in modern Indonesian history, the 1965-66 killings, and to transform the evidence base for Indonesian history-writing. By accessing critically endangered and never before used survivor community archives, the project will examine the complicity of civilians in the killings and how the violence shaped ....Suharto's enablers? Social complicity in the Indonesian killings of 1965-66. This projects aims to revolutionise understandings of civilian involvement in the most critical and bloody turning point in modern Indonesian history, the 1965-66 killings, and to transform the evidence base for Indonesian history-writing. By accessing critically endangered and never before used survivor community archives, the project will examine the complicity of civilians in the killings and how the violence shaped modern Indonesian national identity and moral consciousness. It will further generate a new, centralised archive of these preserved materials and compile new oral history interviews with the remaining witnesses to these pivotal events.Read moreRead less
Development of a quantum computer based on solid-state optical impurity sites. The use of optical impurity sites in solid-state hosts as a basis for a quantum computer will be investigated. This project will experimentally demonstrate and characterize all the functions necessary for the operation of a scalable quantum computer. A significant advantage of the current approach is that all these functions can be performed optically, circumventing the need for the complex fabrication found in othe ....Development of a quantum computer based on solid-state optical impurity sites. The use of optical impurity sites in solid-state hosts as a basis for a quantum computer will be investigated. This project will experimentally demonstrate and characterize all the functions necessary for the operation of a scalable quantum computer. A significant advantage of the current approach is that all these functions can be performed optically, circumventing the need for the complex fabrication found in other solid-state quantum computing schemes.Read moreRead less
To be continued: exploring the world of novels in colonial periodicals. In the nineteenth century Australians read most of their fiction in newspapers and magazines. This project explores what novels were being reading - and where in the world this fiction came from - in order to better understand how literature travelled globally at this time and how this movement of fiction shaped Australian literature and history.
Ultra-high density permanent and/or erasable optical memory in photorefractive media formed by ultrafast laser pulses. A possibility to form tree-dimensional 10Tb-density optical memory based on permanent modification, or damage, of transparent dielectrics, using powerful femtosecond laser pulses has already been demonstrated by the Applicants. This project aims to improve the fundamental understanding of ultrafast laser formation of nano-bits using unique ability of photorefractive materials t ....Ultra-high density permanent and/or erasable optical memory in photorefractive media formed by ultrafast laser pulses. A possibility to form tree-dimensional 10Tb-density optical memory based on permanent modification, or damage, of transparent dielectrics, using powerful femtosecond laser pulses has already been demonstrated by the Applicants. This project aims to improve the fundamental understanding of ultrafast laser formation of nano-bits using unique ability of photorefractive materials to reversible change and the refractive index. We aim to find ways for controlling the storage time, density and the writing-reading-erasing rate without inducing damage in the material. The results will be applied to efficient formation of high-speed, high density, write-read-erase 3D optical memory for applications in the information technology.
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New Methods for Researching the Existence and Impact of Political Networks on the WWW. Web mining and data visualisation technologies will be employed in a new methodology for the study of online networks built by organisations (or any entity). The methodology will provide insights into the online networking behaviour of Australian political parties, producing information on how extensively parties are using the Web to connect with other groups, which parties use it most effectively and whether ....New Methods for Researching the Existence and Impact of Political Networks on the WWW. Web mining and data visualisation technologies will be employed in a new methodology for the study of online networks built by organisations (or any entity). The methodology will provide insights into the online networking behaviour of Australian political parties, producing information on how extensively parties are using the Web to connect with other groups, which parties use it most effectively and whether they form online political ?communities?. The methodology will be embodied in an integrated software package that will be of use to researchers in academia, government and business, and hence of significant commercial potential.Read moreRead less
Intelligent Image Retrieval from Distorted and Partial Queries for Rapid Mobile Identification of Pests Threatening Food and the Environment. Pests and diseases are major threats to the Australian food industry and environmental biosecurity. A rapid and mobile pest information retrieval system is critical to prevent a pest becoming established and devastating the region. However, automated insect image retrieval remains an unsolved challenge in the research community. This project addresses the ....Intelligent Image Retrieval from Distorted and Partial Queries for Rapid Mobile Identification of Pests Threatening Food and the Environment. Pests and diseases are major threats to the Australian food industry and environmental biosecurity. A rapid and mobile pest information retrieval system is critical to prevent a pest becoming established and devastating the region. However, automated insect image retrieval remains an unsolved challenge in the research community. This project addresses the fundamental problem of distorted and partial image query in cluttered background in order to achieve pest identification at a much earlier on-site stage. The success of this research will not only make a technical breakthrough towards retrieving objects with movable body parts, but also revolutionise the current pest detection and monitoring process.Read moreRead less
Valuing Torres Strait Knowledge through Sustainable Digital Returns. This project aims to address the sustainable return of archival materials by utilising a case study of scholarship about Torres Strait society and culture created fifty years ago by Japanese researchers. The project expects to generate new knowledge in the area of research accountability by utilising an extensive fieldwork approach to foreground Torres Strait Islander perspectives. Expected outcomes include the co-creation of h ....Valuing Torres Strait Knowledge through Sustainable Digital Returns. This project aims to address the sustainable return of archival materials by utilising a case study of scholarship about Torres Strait society and culture created fifty years ago by Japanese researchers. The project expects to generate new knowledge in the area of research accountability by utilising an extensive fieldwork approach to foreground Torres Strait Islander perspectives. Expected outcomes include the co-creation of high-quality digital resources and new analysis of the Japanese research and Torres Strait Islander agency in shaping research. Benefits include advances in digital methodologies for sustainable community engagement, inter-generational knowledge transfer, and grounded insights into respectful research relationships.Read moreRead less