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Lattice-Boltzmann Large Eddy Simulation Solver for Atmospheric Transport and Dispersion Applications
Published 2026Accurate prediction of metropolitan climate conditions is essential for public health and national security, directly influencing commercial, environmental, social, and political activity. High-fidelity dispersion ...USyd AccessThesis -
Graph-Based Machine Learning for Real-World Applications
Published 2026Graph-based machine learning has emerged as a powerful approach for modeling complex real-world data, particularly in finance and medical research, where data are heterogeneous, noisy, incomplete, and highly structured. ...Open AccessThesis -
Robust Implied Volatility Surface Construction via B-Spline-Enhanced Graph Neural Operators
Published 2026The reliable recovery of implied volatility surfaces from sparse option quotes remains challenging, yet it is essential for pricing, hedging, and market risk measurement. In practice, widely-used parametric specifications ...USyd AccessThesis -
ADVANCED ALGORITHMS FOR RIS-ASSISTED WIRELESS COMMUNICATION SYSTEMS
Published 2026Reconfigurable intelligent surface (RIS) has emerged as a promising technology for 6G wireless networks, offering the ability to reshape propagation environments and improve communication performance. Despite its potential, ...USyd AccessThesis -
Hydrogen Trapping and Embrittlement Behaviours in Steels
Published 2026Hydrogen embrittlement is a major challenge for the durability of structural steels used in the emerging hydrogen economy. This thesis investigates how hydrogen interacts with microstructural defects, how these interactions ...USyd AccessThesis