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I supervise projects considering the evolution of accretion discs and their connection to observations. In particular, I consider discs that are warped or distorted (not flat). This geometry has been directly observed in planet forming discs around young stars (protoplanetary discs) and is...
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I specialise in the numerical modelling of high-energy particle collisions , such as those occurring at the Large Hadron Collider. Accordingly, most projects I offer straddle the intersection
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PhD Teaching Fellow - 3 positions available Job No.: 687572 Location: Clayton campus Employment Type: Part-time, fraction (0.1) Duration: 12 Months fixed-term appointment Remuneration: $83,280
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We have several PhD and Research Assistant (RA) opportunities available in areas such as Multimodal Large Language Models (MLLM) for human understanding, MLLM safety, and Generative AI. If you have
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privacy constraints, robust solutions are essential. This PhD project will develop methods for building reliable medical imaging models that generalize across distribution shifts without retraining
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My research focuses on the dramatic final stages of massive stars, exploring how they end their lives as gamma-ray bursts, supernovae, and kilonovae. To unravel these mysteries, I employ a combination of multi-wavelength observational data with sophisticated simulations. I am a member of various...
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on-device ML, models must be deployed at the local mobile devices, thereby creating a new attack surface inevitably. Commercial ML models are now stored on mobile devices, which is completely out
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to create a model that, once trained on a broad and diverse set of time series data, can transfer knowledge effectively across tasks, enabling faster and more accurate insights without needing
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economics; economic behaviour, incentives and preferences in health; and, economic modelling of health policies and technologies. Employment prospects PhD graduates from the Centre for Health Economics
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Current reseach is in the areas of: Development of biomimetic structures as ultrasound contrast agents Deep tissue imaging using photoacoustic contrast agents All optical photoacoustic sensors for tomagraphic imaging in tissue Neural network correction of distortions in acoustic transducers web...