Theses: Recent submissions
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Optimization of Vancomycin Therapy in Neonatal Intensive Care Unit (NICU)
Published 2025Vancomycin is the first-line treatment for staphylococcal infections in neonates, yet safe and effective dosing remains difficult because of limited clinical data and major developmental differences in pharmacokinetics ...Open AccessThesis -
Toward Scalable and Generalisable Garment Simulation with Graph Neural Networks
Published 2025Realistic garment simulation is essential for applications such as film production, video games and fashion design. While physics-based methods remain dominant for their accuracy and generality, they rely on costly numerical ...Open AccessThesis -
Advancing understanding of prognosis in sarcoma through quantitative proteomic analysis
Published 2025Sarcoma is a rare and heterogeneous group of malignancies, often associated with poor prognosis. Advances in quantitative mass spectrometry-based technologies now enable cancer proteomes to be studied on an unprecedented ...USyd AccessThesis -
Parametrising Neural Feedback Policies with Stability and Robustness Guarantees
Published 2025Learning-based control is a powerful tool for nonlinear control in complex dynamical systems. Driven by the rise of deep Reinforcement Learning (RL), most approaches parametrise control policies with black-box neural ...Open AccessThesis -
Interventions for promoting physical activity to women aged 50 years and over
Published 2025Physical inactivity is a major global health challenge, contributing to chronic disease, disability, and premature mortality. There is strong evidence for the health benefits of physical activity but only a third of adults ...Open AccessThesis