SA

Manufacturing picture

Hydrogels with mechanical properties for 3D in vitro cell models

This Project combines different polymer chemistries to develop hydrogels that can be made stiffer or softer on-demand, replicating physiological processes. The expected outcome is the creation of hydrogels for 3D cell culture that better mimic native tissues in different stages of their development and disease. The potential benefit is improved in vitro/non-animal models with lower attrition rates and cost in drug discovery and development of advanced therapies.

Servers at the WA Observatory

Clinical lab automation with AI human robot interface

This Project will develop an AI-based robotic programming interface based on large-language model that allows practitioners, regardless of their technical expertise, to efficiently program and control robots. The expected outcomes are to improve efficiency in designing and deploying clinical lab automation and to expand the use of robotics within laboratories. This may lead to improvements with workflow for clinical lab automation, particularly during high-demand situations like pandemic outbreaks.

Energy picture

Optimizing NatHERS (Nationwide House Energy Rating Scheme)

This Project aims to improve NatHERS Whole of Home ratings by developing mathematical models for heating and cooling appliances. Expected outcomes are an assessment of various heating and cooling appliances and insights into the most appropriate heating and cooling solutions tailored to specific climate zones. The potential benefit is to enhance the overall energy efficiency and thermal comfort of residential spaces nationwide. 

Servers at the WA Observatory

Shaping human and AI collaboration in Security Operations Centres

This project investigates innovative solutions to enhance collaborative intelligence, leveraging human and artificial intelligence affordances, in security operations centres (SOC). The expected outcome is the development of socio-technical artifacts that leverage cyber threat intelligence for enhanced cyber situational awareness and sensemaking in SOCs. The potential benefit is faster and more effective responses to cyber threats in Australia.