Discovery Early Career Researcher Award - Grant ID: DE220100265
Funder
Australian Research Council
Funding Amount
$417,000.00
Summary
A closed-loop human–agent learning framework to enhance decision making. This project aims to design a foundational human–agent learning framework to augment the decision making process, using reinforcement and closed-loop mechanisms to enable symbiosis between a human and an artificial-intelligence agent. It envisages significant new technologies to promote controllability and efficient and safe exploration of an environment for decision actions – drastically boosting learning effectiveness and ....A closed-loop human–agent learning framework to enhance decision making. This project aims to design a foundational human–agent learning framework to augment the decision making process, using reinforcement and closed-loop mechanisms to enable symbiosis between a human and an artificial-intelligence agent. It envisages significant new technologies to promote controllability and efficient and safe exploration of an environment for decision actions – drastically boosting learning effectiveness and interpretability in decision making. Expected outcomes will benefit national cybersecurity by improving our understanding of vulnerabilities and threats involving decision actions, and by ensuring that human feedback and evaluations can help prevent catastrophic events in explorations of dynamic and complex environments.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE100100211
Funder
Australian Research Council
Funding Amount
$650,000.00
Summary
The Big Australian Speech Corpus: An audio-visual speech corpus of Australian English. Contemporary speech science and technology are driven by the availability of large speech corpora. While audio databases exist for languages spoken in America, Europe and Japan, there is currently no large auditory-visual database of spoken language, and certainly not one for Australian English. Here we will establish the Big Australian Speech Corpus, which will support a speech science research and developmen ....The Big Australian Speech Corpus: An audio-visual speech corpus of Australian English. Contemporary speech science and technology are driven by the availability of large speech corpora. While audio databases exist for languages spoken in America, Europe and Japan, there is currently no large auditory-visual database of spoken language, and certainly not one for Australian English. Here we will establish the Big Australian Speech Corpus, which will support a speech science research and development using Australian English and facilitate the development of Australian speech technology applications from automatic speech recognition and text-to-speech synthesis used in taxi and other ordering services, to hearing prostheses and talking head aids for learning-impaired children, and a range of security and forensic applications.Read moreRead less
Remote presence for guidance on physical tasks. This project aims to transform remote collaboration on physical tasks. Current systems for remote collaboration on physical tasks are not as effective as working face-to-face. This could be overcome by sharing non-verbal cues, designing systems to account for cultural issues, and using a new model of communication. This project will develop theories and interaction methods for remote guidance based on natural non-verbal communication cues and cultu ....Remote presence for guidance on physical tasks. This project aims to transform remote collaboration on physical tasks. Current systems for remote collaboration on physical tasks are not as effective as working face-to-face. This could be overcome by sharing non-verbal cues, designing systems to account for cultural issues, and using a new model of communication. This project will develop theories and interaction methods for remote guidance based on natural non-verbal communication cues and cultural issues. This project is expected to benefit industries with widely distributed multi-cultural workforces such as mining, defence and medicine.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE200100183
Funder
Australian Research Council
Funding Amount
$950,000.00
Summary
Protein Quantitation Centre of South Australia renewal for Systems Biology. This application aims to renew Mass Spectrometry (MS) instrumentation to characterise and quantify Biomolecules towards a better understanding of biological processes. UniSA, Uni Adelaide, Flinders have established the Protein Quantitation Centre of South Australia (PQCSA) in 2013 through an ARC LIEF lead by CI Hoffmann and this application will renew and expand MS capacity towards metabolites, glycans and lipids. This ....Protein Quantitation Centre of South Australia renewal for Systems Biology. This application aims to renew Mass Spectrometry (MS) instrumentation to characterise and quantify Biomolecules towards a better understanding of biological processes. UniSA, Uni Adelaide, Flinders have established the Protein Quantitation Centre of South Australia (PQCSA) in 2013 through an ARC LIEF lead by CI Hoffmann and this application will renew and expand MS capacity towards metabolites, glycans and lipids. This will enable researchers in South Australia to work towards a full understanding of biological processes and towards expanding their knowledge to Systems Biology. Expected outcome of the projects are multiple interdisciplinary collaborations between the CI's and should provide significant benefits in research outputs.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE210100155
Funder
Australian Research Council
Funding Amount
$909,079.00
Summary
Advancing 4D fluorescence microscopy within Australia. This multi-institutional proposal aims to establish a state-of-the-art Lightsheet microscope facility in South Australia with enhanced analysis infrastructure and a national user support network. Expectations are, this will transform researcher outcomes for multiple disciplines by facilitating high-resolution four-dimensional interrogation of novel biological processes. Significant benefits will include the ability to image deep within livin ....Advancing 4D fluorescence microscopy within Australia. This multi-institutional proposal aims to establish a state-of-the-art Lightsheet microscope facility in South Australia with enhanced analysis infrastructure and a national user support network. Expectations are, this will transform researcher outcomes for multiple disciplines by facilitating high-resolution four-dimensional interrogation of novel biological processes. Significant benefits will include the ability to image deep within living tissue over long time-scales without inducing phytotoxicity to produce high-impact fundamental and translatable outcomes, the development of novel probes and methodologies, new cross-disciplinary collaborations, and new and unique funding, student training and public engagement opportunities.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE140100174
Funder
Australian Research Council
Funding Amount
$380,000.00
Summary
Development of a digital Transmission Electron Microscope Facility in Tasmania. Development of a digital transmission electron microscope facility: Transmission electron microscopy is a fundamental tool for the study of biological systems at the ultrastructural level. This project will establish a facility that will be accessible to a range of biological researchers, replacing aged and non-sustainable electron microscopy facilities. The instrument will revitalise cellular research and provide ad ....Development of a digital Transmission Electron Microscope Facility in Tasmania. Development of a digital transmission electron microscope facility: Transmission electron microscopy is a fundamental tool for the study of biological systems at the ultrastructural level. This project will establish a facility that will be accessible to a range of biological researchers, replacing aged and non-sustainable electron microscopy facilities. The instrument will revitalise cellular research and provide additional insights and outcomes related to the study of intracellular features in a diverse range of systems and models. This will add substantially to the knowledge base across a wide range of fields of research, increasing national contributions in the areas of neuroscience, separation science and marine science.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE170100075
Funder
Australian Research Council
Funding Amount
$315,000.00
Summary
Acoustic liquid handling robotics for bioactive compound discovery. This project aims to use a Labcyte Echo 550 acoustic dispenser with Combination Software to deliver sophisticated assay-ready screening. The Echo is the only liquid handling dispenser for 1536-well microplates and will allow Australian researchers to develop assay miniaturisation. The robotics will provide our nation’s researchers with a distinct competitive edge by enhancing assay sophistication, accuracy and reproducibility wh ....Acoustic liquid handling robotics for bioactive compound discovery. This project aims to use a Labcyte Echo 550 acoustic dispenser with Combination Software to deliver sophisticated assay-ready screening. The Echo is the only liquid handling dispenser for 1536-well microplates and will allow Australian researchers to develop assay miniaturisation. The robotics will provide our nation’s researchers with a distinct competitive edge by enhancing assay sophistication, accuracy and reproducibility while reducing cost. The expected benefits will advance the elucidation of molecular mechanisms involved in complex biological phenomena. The benefits of this are substantial, including reduction in test compound and reagents, which in turn reduces laboratory costs, conserves cells and increases data quality.Read moreRead less