Sydney Digital Theses (Open Access): Recent submissions
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Strong light-matter coupling in organic photovoltaics
Published 2023Organic photovoltaic (OPV) solar cells are next-generation solar harvesting devices based on organic polymers and small molecules. Perylene diimides are a promising class of electron acceptor OPV molecule due to their ...Open AccessThesis -
Kekompakan [Cohesiveness]: Togetherness and Entrainment in the Sitting Dances of Aceh, Indonesia
Published 2023From origins in coastal Aceh and the Gayo highlands, the sitting dances of Aceh have exploded in popularity, spreading to schools, universities, embassies, and festival stages across Indonesia and the world as a well-known ...Open AccessThesis -
Enhancing Federated Learning Robustness and Fairness in Non-IID Scenarios
Published 2024Federated Learning is a distributed machine learning paradigm that allows multiple clients to collaboratively train a joint model without sharing the raw data. Despite its advantages, FL faces the security issues inherent ...Open AccessThesis -
Deep Learning Based Forecasting Studies for Real VPP Applications
Published 2024As renewable energy gains prevalence and machine learning technology advances, the need for accurate forecasting in Virtual Power Plants (VPPs) has become increasingly urgent, especially given the enhanced computational ...Open AccessThesis -
Numerical study and Generalised Component Method for predicting full-range behaviour of bolted steel connections
Published 2023This thesis examines the behaviour of bolted steel connections, with a particular focus on their fullrange nonlinear behaviour. The research addresses design and assessment issues at both the component and connection ...Open AccessThesis