Generative AI-Driven Socially Assistive Robotics for Between-Session Communication Support in Children on the Autism Spectrum
Generative AI-Driven Socially Assistive Robotics for Between-Session Communication Support in Children on the Autism Spectrum
Children on the autism spectrum frequently require repeated, structured opportunities to practise the communication skills introduced during speech pathology sessions.…
Phylogenomics, historical biogeography and adaptation in Australia’s habitat-forming fucoid seaweeds
The order Fucales (i.e., fucoids) contains many of the dominant habitat-forming seaweeds of Australian coastal ecosystems, including species of Sargassum,…
Machine Learning-Guided Multi-Objective Optimization of 3D-Printed Sandwich Panels for Coupled Vibro-Acoustic Performance
Sandwich panels—thin face sheets bonded to lightweight cores—are critical structural components in aerospace, automotive, mining, marine, and industrial applications. The…
Generalizable deep learning for crop disease detection from multiscale hyperdimensional imagery
Crop disease detection from remote sensing data is moving toward multimodal deep learning, but progress is challenged with limited labels,…
Moving beyond traditional forecasting and modelling for electricity networks
The accelerating energy transition is fundamentally reshaping electricity networks. The rapid proliferation of large, complex loads — including data centres,…
Variational quantum optimisation algorithms for utility-scale quantum computers
Quantum information processing combines concepts from quantum physics and information theory to demonstrate computational capabilities beyond those achievable with classical…
Physics-Informed Machine Learning for Predicting Damping Behavior in 3D-Printed Metamaterial Vibration Isolators
Vibration isolation is critical across Western Australia’s strategic industries—mining, renewable energy, and advanced manufacturing. Current vibration isolators rely on conventional…
Impacts of climate-driven changes in Western Australian seaweed forests on marine biodiversity
Temperate seaweed forests are among the most productive and biodiverse marine ecosystems on the planet, providing habitat, food and nursery…
AI-Driven Stability Assessment and Control of Low-Inertia Renewable Power Systems
This PhD research aims to use AI-driven method for real-time stability assessment and intelligent control of low-inertia renewable power systems.The…
AI-Driven Protection and Control of Hybrid Renewable Power Systems within the IEC 61850 Communication Framework
This PhD project focuses on the development of AI-driven protection and control strategies for hybrid renewable power systems within the…