Real-time and self-adaptive stream data analyser for intensive care management. The clinical benefit of this project will be in improved success rates and reduced mortality and risk in surgery and intensive care units. The Information and communication technology (ICT) benefit of this project is associated with the novel online algorithms and models aligned with the stream data research, and will be enhanced by our stream compression techniques. The stream data analyser developed in this projec ....Real-time and self-adaptive stream data analyser for intensive care management. The clinical benefit of this project will be in improved success rates and reduced mortality and risk in surgery and intensive care units. The Information and communication technology (ICT) benefit of this project is associated with the novel online algorithms and models aligned with the stream data research, and will be enhanced by our stream compression techniques. The stream data analyser developed in this project will be suitable for more than medical surveillance data; it will also improve the processing of other kinds of massive stream data (for example data from remote sensors, communication networks and other dynamic environments). The project involves a scientifically rich collaboration that will enhance the skills of PhD students and staff and drive the field forward.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE230100147
Funder
Australian Research Council
Funding Amount
$437,154.00
Summary
Glassy metal-organic framework membranes for CO2 separation and conversion. This project aims to develop a new class of glassy metal-organic framework (MOF) membranes for CO2 separation and conversion. By constructing membrane reactors, it is expected to simultaneously separate CO2 from gas mixture and subsequently convert it into value-added chemicals in a continuous single operating unit. The expected outcomes include fabrication techniques for ultrathin MOF glass membranes, cutting-edge knowl ....Glassy metal-organic framework membranes for CO2 separation and conversion. This project aims to develop a new class of glassy metal-organic framework (MOF) membranes for CO2 separation and conversion. By constructing membrane reactors, it is expected to simultaneously separate CO2 from gas mixture and subsequently convert it into value-added chemicals in a continuous single operating unit. The expected outcomes include fabrication techniques for ultrathin MOF glass membranes, cutting-edge knowledge in advanced MOF membrane design, a new generation of MOF devices, and efficient membrane reactors for CO2 conversion with mixed gas feed. This project expects to accelerate the development of low-carbon technologies and provide significant benefits in mitigating the adverse effects of anthropogenic CO2 emissions.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE240100623
Funder
Australian Research Council
Funding Amount
$412,037.00
Summary
New electrodes for green electrochemical carbon dioxide capture. This project aims to develop new electrochemical carbon capture technology. By designing and fabricating new functional electrodes and high-performance electrochemical devices based on water and driven by renewable electricity, this project will enhance the ability to capture CO2, the primary greenhouse gas that causes global climate change. Expected outcomes include new multi-dimension electrodes with unique chemistry and state-of ....New electrodes for green electrochemical carbon dioxide capture. This project aims to develop new electrochemical carbon capture technology. By designing and fabricating new functional electrodes and high-performance electrochemical devices based on water and driven by renewable electricity, this project will enhance the ability to capture CO2, the primary greenhouse gas that causes global climate change. Expected outcomes include new multi-dimension electrodes with unique chemistry and state-of-the-art CO2 capture devices plus in-depth knowledge of electrochemical CO2 capture mechanisms for optimised device design and control. Benefits include the development of circular carbon economies with capabilities to effectively capture CO2, supporting Australian industries to achieve net zero emissions by 2050.Read moreRead less
Music Usage Metrics and the Future of the Australian Music Industry. This project aims to conduct a comprehensive and systematic examination of changing music consumption patterns in Australia in an era of digital downloads. Based on a comprehensive longitudinal dataset on music use in Australia provided by industry partners, the project plans to use innovative computational methods to develop and test evidence-based models for generating, sharing and distributing music revenues. It also plans t ....Music Usage Metrics and the Future of the Australian Music Industry. This project aims to conduct a comprehensive and systematic examination of changing music consumption patterns in Australia in an era of digital downloads. Based on a comprehensive longitudinal dataset on music use in Australia provided by industry partners, the project plans to use innovative computational methods to develop and test evidence-based models for generating, sharing and distributing music revenues. It also plans to examine the current and future uses of music usage data in decision-making processes in music organisations, as well as the potential consequences of such use for practitioners and industry stakeholders. The project aims to support the future growth of the Australian music industry.Read moreRead less
ARC Centre of Excellence for Carbon Science and Innovation. ARC Centre of Excellence for Carbon Science and Innovation. This Centre aims to develop carbon-based catalysts for clean energy, CO2 capture, and green chemistry to reduce emissions. The Centre expects to use pioneering data-guided atomic-precision synthesis and multiscale analysis to transform fundamental science of carbon materials. Expected outcomes of this Centre will benefit new technologies for energy, environmental, and green che ....ARC Centre of Excellence for Carbon Science and Innovation. ARC Centre of Excellence for Carbon Science and Innovation. This Centre aims to develop carbon-based catalysts for clean energy, CO2 capture, and green chemistry to reduce emissions. The Centre expects to use pioneering data-guided atomic-precision synthesis and multiscale analysis to transform fundamental science of carbon materials. Expected outcomes of this Centre will benefit new technologies for energy, environmental, and green chemical industries by utilising abundant sunlight, seawater, and waste feedstocks. This should provide significant benefits, through industry collaborations, our new world-leading capacity will train a next generation of game changers to empower emerging carbon industries to solve grand socio-economic challenges, ultimately meeting zero-carbon emissions targets.Read moreRead less
Bio-Acoustic Observatory: Engaging Birdwatchers to Monitor Biodiversity by Collaboratively Collecting and Analysing Big Audio Data. This project will research how to crowd-source the collection and analysis of environmental animal sounds (for example, birds, frogs). This will enable a bio-acoustic observatory which provides a scalable, objective and permanent record of the environment, something hitherto impossible. The project will investigate how to engage the community of birdwatchers to exte ....Bio-Acoustic Observatory: Engaging Birdwatchers to Monitor Biodiversity by Collaboratively Collecting and Analysing Big Audio Data. This project will research how to crowd-source the collection and analysis of environmental animal sounds (for example, birds, frogs). This will enable a bio-acoustic observatory which provides a scalable, objective and permanent record of the environment, something hitherto impossible. The project will investigate how to engage the community of birdwatchers to extend their pastime online with new kinds of interactive tools to enable collaborative analysis of big audio data, and new kinds of birding experiences. Outcomes will be: new approaches to physical/virtual engagement in human-computer interaction; new approaches to analysing big data; a new validated ecological monitoring technique and concepts for sustainable knowledge generation communities.Read moreRead less
Visual Analytics for Next Generation Sequencing. Next-generation sequencing technologies have brought a revolution in biology and healthcare, while taxing the ability of scientists and clinicians to identify and process relevant data, to make sense of it all and communicate it to others in a concise and meaningful way. This project aims to tackle this problem through fundamentally new approaches to data selection and visualisation at very large scale, actively encoding for insight into underlyin ....Visual Analytics for Next Generation Sequencing. Next-generation sequencing technologies have brought a revolution in biology and healthcare, while taxing the ability of scientists and clinicians to identify and process relevant data, to make sense of it all and communicate it to others in a concise and meaningful way. This project aims to tackle this problem through fundamentally new approaches to data selection and visualisation at very large scale, actively encoding for insight into underlying biological and biomedical processes, bringing sustainable discovery of new relationships and variations within the data. The project aims to support new approaches to medical diagnosis and treatment, and offer crucial lessons to address the broader challenge of understanding large, complex data sets.Read moreRead less
Engineering the Building Blocks of Novel Interfacial Metastable Oxide Materials. This project aims to engineer the building blocks of a new family of materials recently discovered and patented as interfacial metastable oxide (i-MOx). A key discovery is the interfacial columnar atom alignment adjacent to crystal structures, conferring the materials exceptional ionic conduction well beyond the state-of-the-art, with a broad appeal to ionic transport membranes, electrodes in fuel cells and thermal ....Engineering the Building Blocks of Novel Interfacial Metastable Oxide Materials. This project aims to engineer the building blocks of a new family of materials recently discovered and patented as interfacial metastable oxide (i-MOx). A key discovery is the interfacial columnar atom alignment adjacent to crystal structures, conferring the materials exceptional ionic conduction well beyond the state-of-the-art, with a broad appeal to ionic transport membranes, electrodes in fuel cells and thermal cycling oxygen production. Advanced characterisation techniques will be employed to fundamentally elucidate the role that the interfacial structure plays to deliver remarkable performance. The outcomes will lead to possible breakthroughs in advanced materials for emerging green energy applications.Read moreRead less
Low-cost Sensing Methods and Hybrid Learning Models. This project aims to revolutionise the theory and practice of sensing and monitoring by developing novel Artificial Intelligence and Internet of Things technologies. This project expects to generate new knowledge in the area of Artificial Intelligence of Things by combining sensing, machine learning, and big data analytics. Expected outcomes of this project include novel low-cost sensing methods and new hybrid machine learning models for predi ....Low-cost Sensing Methods and Hybrid Learning Models. This project aims to revolutionise the theory and practice of sensing and monitoring by developing novel Artificial Intelligence and Internet of Things technologies. This project expects to generate new knowledge in the area of Artificial Intelligence of Things by combining sensing, machine learning, and big data analytics. Expected outcomes of this project include novel low-cost sensing methods and new hybrid machine learning models for predictive sensory data analytics. This should provide significant benefits, such as substantially reduced operating and service costs and improved accuracy for real-time monitoring in the fields where cheap-to-implement and easy-to-service monitoring systems over large geographical areas are imperative.Read moreRead less
Monitoring social events for user online behaviour analytics. This project aims to investigate the influence of public attention on steering user online behaviour. The exponential growth of online behaviour data makes online behaviour analytics increasingly important in social, commercial and political environments, but existing methods rely on user profiles only. The project will unify external social events with user profiles for behaviour analytics, and develop approaches for event database i ....Monitoring social events for user online behaviour analytics. This project aims to investigate the influence of public attention on steering user online behaviour. The exponential growth of online behaviour data makes online behaviour analytics increasingly important in social, commercial and political environments, but existing methods rely on user profiles only. The project will unify external social events with user profiles for behaviour analytics, and develop approaches for event database indexing, event-influenced behaviour modelling and prediction. The success of this project is expected to enhance users’ online experience and improve e-commerce’s market value.Read moreRead less