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Research Area, please contact us if *anything* in the greater space of the net zero energy transition if of interest to you. Relevant FIT colleagues include, in no particular order: Sarah Goodwin, Hao Wang
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traditional optimisation methods and modern deep learning techniques. Mixed integer linear programming is a successful discrete optimisation methodology but it is incompatible with deep neural networks, which
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), singular optics, using electrons, atoms and light and the exploration of complex systems using statistical field theory. "Catastrophes on order-parameter manifolds" (with Dr Alexis Bishop and Dr Timothy
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This PhD project is funded by a successful ARC Discovery Project grant: "Improving human reasoning with causal Bayesian networks: a user-centric, multimodal, interactive approach" and the successful
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on my studies with renewed confidence, while still enjoying the social aspect of being at university. By devoting time to university over working, I've been able to expand my network and develop
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to concentrate on my academics and professional development. My professional path has been greatly influenced by the opportunities it has created for skill development, including networking events and involvement
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, research institutions, and commercial organisations is vital to address the large scale technical challenges inherent in combating criminal network activity. A significant issue in this work concerns the
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. This project concerns creating suitable models - and/or general hybrid models - as yet undeveloped. References: Comley, Joshua W. and D.L. Dowe (2003). General Bayesian Networks and Asymmetric Languages, Proc
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the clustering of over-represented DNA or RNA motifs in order to predict binding sites that are biologically relevant. This will be used primarily for regenerative medicine. Minimum Message Length (MML) (Wallace
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respond to issues of climate change and the likely regular occurrence of bushfires such as those of the Australian 2019-2020 summer. We will survey a variety of people from various backgrounds in order to