Sydney Digital Theses (Open Access): Recent submissions
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Efficient Deep Neural Architecture Design and Training
Published 2025Deep learning has revolutionized numerous fields, but its success is often hindered by computational inefficiency, reliance on vast labeled datasets, and challenges in designing optimal architectures. This thesis addresses ...Open AccessThesis -
The Intersection of Branding and Architecture: The Brandscape of Joy City Mall in China
Published 2025This study explores the complex interplay between branding and architecture. I engage the term brandscape to demarcate this zone of interplay and consider brandscapes to be the point at which branding and architecture ...Open AccessThesis -
DEEP LEARNING FOR REMOTE STATE ESTIMATION UNDER PHYSICAL LAYER ATTACKS
Published 2025With the rapid developments in sensing and communication technologies, cyber-physical systems (CPSs) have been widely applied in various engineering fields, playing a crucial role in the era of Industry 4.0. CPSs typically ...Open AccessThesis -
Rheological and Tribological Characterization of Ionic Liquid Water-based Lubricants
Published 2025Research on environmentally friendly replacements for petroleum-based lubricants has become necessary due to the rising awareness of sustainability and limited sources of petroleum-based oils. Water-based lubricants (WBLs) ...Open AccessThesis -
Multi-Scale Deep Learning Models for Pathology Image Analysis
Published 2025Tumors exhibit significant morphological heterogeneity at the macroscopic, histological, and cellular levels, which complicates their analysis. Pathological examination remains the gold standard for cancer diagnosis, but ...Open AccessThesis