#programming

Servers at the WA Observatory

This project explores strategies for developing a solar-powered EV charging network that ensures comprehensive coverage across urban and remote regions in Australia. The expected outcome is to enhance energy security, mitigate range anxiety, and protect user data, by leveraging AI-driven data analytics and privacy-preserving mechanisms. The project will potentially provide insights into the feasibility and design of a scalable and sustainable EV charging solution in Australia.

Environment picture

This project performs genomic analyses of juvenile eucalyptus trees from the Collaborator’s climate-adapted provenance trial at Nardoo Hills. The expected outcome is to identify genetic variation associated with greater fitness in two key revegetation eucalypts, Eucalyptus microcarpa and Eucalyptus melliodora. The project may provide valuable insights into the genetic mechanisms underpinning resilience and adaptation, which are vital for informing conservation strategies and restoring ecosystems.

Environment picture

This project investigates the functional response of floodplain vegetation to environmental drivers at multiple scales in the Murray-Darling Basin. The expected outcome includes a series of tools for prioritising the management of floodplain vegetation communities across the landscape of the Murray-Darling Basin at multiple scales and identifying thresholds for environmental watering. The potential benefits are spatial data and new knowledge that will guide future environmental flow management for the benefit of iconic floodplain vegetation communities and related ecosystem services, especially those important to irrigated agricultural, such as water quality. 

Health and Biosecurity picture

This project will develop AI tools to both define and check medical image segmentations in radiotherapy clinical trials and clinical practice. The expected outcome is to develop quality assurance tools from artificial intelligence techniques and data from multiple medical imaging modalities. This project will have potential to improve patient outcomes and ensure effective implementation of advanced radiotherapy technologies and clinical trials.

Servers at the WA Observatory

This project develops advanced multimodal sensing techniques for next-generation aerial robots to improve bushfire mitigation and pest management. The expected outcome is a robotic sensing prototype for real-time monitoring. This technology will deliver customer, national, industry, and public benefits through enhanced safety, sustainability, cost-efficiency, and support for Indigenous manufacturing. 

Servers at the WA Observatory

This project will focus on AI based voice analysis to assess patients in the emergency departments to assist in early detection of stroke conditions. The expected outcome is to develop interactive software and AI modelling focusing on responsible AI, overcoming gender, ethnicity and age-related biases. The potential benefit of this project is to reduce misdiagnosis that takes place in hospitals due to differences in gender, age and ethnicity.

A&F

This project will explore the extent to which areas on farms such as semi-natural vegetation, tree plantings, woodlands, and shelterbelts benefit producers through ecological mechanisms, such as enhancing pollinators or pest predators along with broader aesthetic and Indigenous cultural benefits. The outcome of this project will provide an improved understanding of the scale and relative importance of these benefits in the agricultural production landscape of northern New South Wales. This project will directly support horticulturalists in the region and guide future policy.

Servers at the WA Observatory

This project develops an AI-driven system to identify individual cows, and monitor and detect their health and behaviour, through the use of facial recognition, posture analysis, and thermal imaging. The expected outcome is early detection of illness and abnormal activity of cows. This project will support productivity, reduce losses, and improve animal welfare in the dairy industry.

Servers at the WA Observatory

This project will bridge the gap between the principles of responsible AI and their measurable practice, by developing AI knowledge tools to empower end-user community groups. The expected outcomes are to build insights and develop AI tools for information dissemination and knowledge transfer. The potential benefit is to produce responsible AI solutions to help disability groups connect, communicate, share and learn.

Health and Biosecurity picture

This Project aims to develop outcome measures for early detection of neurodegenerative disorders using artificial intelligence (AI) and various sensing modalities, offering personalised support to older adults. The expected outcome is the creation of AI algorithms to detect early signs of neurodegenerative disorders in older adults living independently at home. The potential benefit is early detection of neurodegenerative disorders in older adults, improving quality of life and effective disease management.