The University of Sydney: Recent submissions
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The Power Systems Decarbonization Transition Planning and Operating: A Comprehensive Carbon Management Framework
Published 2024Climate change, driven by human emissions, undermines the Paris Agreement’s goals. Decarbonizing power systems, a major emitter, is a key focus for academia, industry, and governments. This transition is complex, involving ...Open AccessThesis -
Deep Learning Methods to Improve the Utility and Reliability of dMRI Data
Published 2025Diffusion MRI (dMRI) is a powerful neuroimaging technique that provides non-invasive insights into brain tissue microstructures by measuring water diffusion. However, due to various acquisition constraints and the inherent ...USyd AccessThesis -
Multimodality Integration for Natural Language Generation
Published 2025Multimodal Natural Language Processing integrates text processing with other data modalities like image, video, audio and speech. Recently, developing models capable of generating human-like language conditioned on multimodal ...Open AccessThesis -
Medical Imaging Data Analysis based on Unsupervised Domain Adaptation for Tubular Structure Segmentation
Published 2025Medical image analysis plays a crucial role in clinical medicine, encompassing preoperative diagnosis of diseases, lesion evaluation, intraoperative clinical treatment, and postoperative recovery assessment. A common ...USyd AccessThesis -
Designing Affective External Human-Machine Interfaces for Autonomous Vehicles to Interact with Pedestrians in Shared Spaces
Published 2025Pedestrians are increasingly encountering autonomous agents in modern cities powered by artificial intelligence and robotics. This includes autonomous vehicles (AVs) that interact with pedestrians in various traffic ...Open AccessThesis