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science or systems engineering. Knowledge of AI/ML algorithms, particularly graph neural networks and reinforcement learning, is highly advantageous. A keen interest in distributed computing, IoT architecture, and
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) algorithms in realistic network settings and explore hybrid approaches that combine classical and post-quantum techniques. The project will involve protocol design, system-level evaluation, and performance
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Integration: This WP develops a Runtime Assurance Layer by deploying lightweight anomaly detection algorithms, such as autoencoders, to flag unsafe AI decisions. It also involves the development of an Ethical
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multi-disciplinary, conducting innovative, internationally recognised research in power electronics systems. We specialise in the design and implementation of hardware and control algorithms for real
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reliable decision-making. Evolutionary algorithms will be employed to efficiently explore the parameter space and undertake sensitivity analyses. The integrated framework will be validated using analytical
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the University’s Application Portal: https://applyto.newcastle.ac.uk/ In ‘Course choice’ tab: Type of Study - ‘Postgraduate Research’ Mode of Study - ‘Full Time’ Year of Entry - ‘2026’ Course code ‘8420F’ Research
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6.5 overall, with 5.5 or more in each sub-skill. How To Apply You must apply through the University’s Application Portal: https://applyto.newcastle.ac.uk/ In ‘Course choice’ tab: Type of Study
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information, please have a look at https://microsunset.dtu.dk/ . To be eligible for a MICROSUNSET PhD-position, you must not have lived, studied, or worked in the host country for more than 12 months in
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information, please have a look at https://microsunset.dtu.dk/ . To be eligible for a MICROSUNSET PhD-position, you must not have lived, studied, or worked in the host country for more than 12 months in
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· Interest/experience in health services research How To Apply You must apply through the University’s Application Portal: https://applyto.newcastle.ac.uk/ In ‘Course choice’ tab: Type of Study - ‘Postgraduate