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. Adapt to GNNs the interpretability tools created for large language models, such as sparse autoencoders, to locate the variables that the network represents internally in nodes and edges. Design causal
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Despite significant advances in numerical techniques and computing hardware, the high computational cost of large-scale 3D computational fluid dynamics (CFD) modelling remains a major challenge. A
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PhD Scholarship Develop GNSS-IR methods and integrate GNSS-derived observations with satellite data and land surface models through data assimilation to deliver accurate, high-resolution soil
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) project aims to develop very high-power batteries (full charges or discharges in a few minutes), as well as the models and control strategies that allow their safe operation. Twelve laboratories in Germany
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of data, expert knowledge, computational models, digital twins, and advanced artificial intelligence within a new intelligent decision-support framework. This position corresponds to Doctoral Candidate 15
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applications. As AI models continue to increase in size and computational complexity, the demand for high-bandwidth, low-latency, and energy-efficient interconnects has become one of the key technological
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will be to quantify how mixing aircraft with strongly differing performance characteristics affects safety, efficiency and capacity, and to develop the metrics and models needed to make those effects
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, advanced characterisation, computational modelling and artificial intelligence. Project Details Start: 2027, flexible by agreement Graduate research degree: Doctor of Philosophy (PhD) Location: Clayton
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dependencies in cell and primary patient models. Jointly supervised by Dr. Tianyi Zhang and Professors Guy Pratt and Sarah Dimeloe who will provide supervision in genome biology, immunology and immunotherapy and
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the shear-thinning and thixotropic behaviour of mucus. This work will incorporate mucus rheology, microfabrication and testing the resulting device on suitable benchtop intestinal models. You will gain