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state estimation methods, including Extended/Unscented Kalman Filters and particle filters. Knowledge of battery degradation, ageing, and state estimation (SOC, SOH, SOP), including diagnostics and
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of a novel, non-endoscopic capsule sponge test, and Professor Pashayan's research group who are leading in quantitative methods to develop risk-based approaches to cancer screening. Project Outline
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with ordinary facial movement. While many methods have been developed to recognise and localise micro-expressions, these results remain difficult to understand. The proposed models will be designed
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‑dependent data is often unavailable and many traditional monitoring methods are too resource‑intensive or unsuited to the complex, delicate habitats used by juvenile fishes. This project aims to offer both
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an important part of a large international medical-device industry, creating substantial demand for new methods of obtaining physiological information accurately, continuously and with low-power sensing
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scanning and measurement, garment fit evaluation, cloth simulation, digital twins, wearable sensing, smart textiles, and AI methods for clothing and body data analysis, to name a few. Applicants from
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Develop and implement motor-twin models for BLDC/PMSM drives, including parameters and state estimation. Deliver reduced-order high-fidelity electrical machine modelling methods suitable for simulation, HIL
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Parametric integrators approximate solutions of (high-dimensional) partial differential equations by restricting the numerical approximation to a closed form that nonlinearly depends on, and is
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to build and characterise these DNA devices. The project will also explore optimisation methods to improve reliability, scalability, and performance in complex nucleic-acid-based systems. The student will
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experiments and policy-capturing methods may be used to compare interviewer judgements with evidence-based outcome measures. The project will also explore machine-learning, multimodal data analysis, computer