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the optimisation strategies to enhance the performance of complex machine learning models such as deep learning model and large language model. Applicants need to have strong background and track records of research
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Multiple PhD Scholarships available - Cutting-edge research at the frontiers of Whole Cell Modelling
of the Bacterial Cell Envelope – From Molecular Structure to Metabolic Function: The cell envelope is the interface between a bacterial cell and its environment. MACSYS is currently modelling the structure and
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Applications close 3 Oct 2025 Benefit amount Up to $5,000 Eligible study level Graduate research Eligible student type Domestic and international students Eligible study stage Current study Benefit duration One
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this heterogenous sleep disorder. We will use these novel sleep technologies to deliver targeted treatments that are more effective at treating the underlying pathophysiology than current one-size-fits-all clinical
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, Relocation Allowance (up to $1000 if relocating from interstate). Living Allowance current value: $52,352 pa 2025 full-time rate (tax-free stipend); (annually indexed plus allowances as per RTP/MGRO stipend
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modelling and simulation of transmission and distribution networks, including benchmarking data models, developing optimal power flow algorithms, and creating state estimation and multi-energy optimisation
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of cities. Develop the first national land use–transport interaction (LUTI) model for Australia. Evaluate policy scenarios involving HSR to realign population growth with sustainability goals. The selected
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materials systems at the molecular level with machine learning. The PhD Student will work with tumour sections to develop multiple instance learning and weak supervision / spatial transcriptomics models
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Duration: 4.5-year fixed-term appointment Employment type: Full-time Remuneration: You will receive a generous scholarship covering tuition fees and a tax-free stipend at current value of AU$37,000 per annum
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spectroscopic techniques, theoretical modelling, and precise synthetic control – have significantly improved the activity, selectivity, and stability of CO₂-to-alcohol conversion. Key catalyst systems include Cu