Postgraduate Theses: Recent submissions
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Deep Learning Enhanced Multivariate GARCH
Published 2026This thesis develops a unified multivariate volatility modeling framework that integrates deep learning architectures into multivariate GARCH processes. Beginning with the Long Short-Term Memory enhanced BEKK (LSTM-BEKK) ...USyd AccessThesis -
Ultrasound Assessment of Kidney Transplant Blood Flow
Published 2026Renal transplantation is a treatment option for end stage renal failure. It is now also performed in some patients previously unfavourable for transplantation including older patients generally matched with a kidney from ...USyd AccessThesis -
Insights into Atherosclerotic Cardiovascular Disease Using Multimodality Imaging
Published 2026This thesis investigates atherosclerosis as a systemic, multifactorial inflammatory disease by evaluating atherosclerotic burden through non-invasive multimodal imaging techniques, including computed tomography angiography ...USyd AccessThesis -
Coordination Polymers for Chiroptical Control
Published 2026Stimuli-responsive chiroptical properties are critical for the next generation of security, sensing, and data storage materials. Coordination polymers (CPs) and metal-organic frameworks (MOFs) are prime materials to study ...EmbargoedThesis -
Targeting Dedifferentiated Melanoma: Exploring the Role of MECOM in Melanoma Phenotype Switching
Published 2026Despite major advances in immunotherapy and targeted treatments, resistance and disease progression remain significant challenges in advanced melanoma. Phenotype switching from a melanocytic to a dedifferentiated state ...Open AccessThesis