Postgraduate Theses: Recent submissions
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Low Dimensional Metal Halide Perovskites for Optoelectronics
Published 2026Low-dimensional metal halide perovskites possess diverse material properties, offering opportunities for versatile optoelectronic and energy applications. The first part of the thesis demonstrates a one-dimensional ...USyd AccessThesis -
Antibody–Drug Conjugates: An Integrative Translational and Evidence Framework
Published 2026Background This thesis examined how antibody–drug conjugates (ADCs) can be designed to maximize benefit while minimizing toxicity. It focused on B cell maturation antigen (BCMA)-directed ADCs in multiple myeloma, ...USyd AccessThesis -
Robust and Efficient Training of Deep Neural Networks via Principled Stopping Strategies
Published 2026In many modern regimes, deep neural networks can overfit the training data while still generalizing well, which has enabled large-scale training and motivated neural scaling law. Nevertheless, benign overfitting is not ...Open AccessThesis -
Opioid Deprescribing at Transitions of Care in Australia
Published 2026Opioid analgesics are widely used for acute, chronic, and perioperative pain, but long-term use has contributed to increased misuse, dependence, and opioid-related harm. Transitions of care, particularly from hospital to ...Open AccessThesis -
Platelet biomarkers of thrombotic risk in type 2 diabetes
Published 2026Platelet hyperreactivity contributes to the increased cardiovascular risk in type 2 diabetes mellitus (T2DM), yet its molecular basis is incompletely defined. The platelet endoplasmic reticulum (ER) is central to calcium ...USyd AccessThesis