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The Australian Black Summer megafires of 2019-20 emitted record-breaking quantities of aerosols into the atmosphere, delivering bioactive particles to ecosystems proximal and downwind of the source...
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This thesis investigates the use of deep learning and computer vision techniques for automated monitoring of laying hen behaviour in commercial egg farms. Laying hen behaviour is an important indic...
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This thesis develops a transdisciplinary, life cycle Sustainability Framework for Water Infrastructure in Nigeria, where almost half of existing schemes are non-functional and progress toward Susta...
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This thesis presents a synthetic data generation approach using Probabilistic Graphical Models (PGMs) as the underlying data generating process. Differential privacy is applied to protect the under...
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Restressing force in prestressed concrete bridges (PCBs) is reduced due to ageing, and operational and environmental loading, and it can significantly impact on their load-carrying capacity. Existi...
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A decline in nuclear factor erythroid 2-related factor 2 (NFE2L2)-orchestrated adaptive homeostasis and oxidative distress are thought to be key features of aging. In contracting skeletal muscle, t...
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Four dimensional printing of shape memory polymers (SMPs) holds significant promise for addressing irregular bone defects. The incorporation of SMPs with the ability to adopt multiple shapes greatl...
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Stock market forecasting remains challenging because financial markets are nonlinear, non-stationary, and strongly influenced by heterogeneous information sources. Historical prices alone cannot fu...