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The increasing prevalence of autonomous systems in dynamic, human-centred environments, such as smart transportation networks and distributed IoT infrastructures, demands decision-making frameworks that can anticipate and adapt to the behaviour of humans and other autonomous agents. This PhD...
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Project Description Urban sewer and stormwater systems are increasingly stressed by climate change and rapid urbanisation. Intensifying rainfall, more frequent extreme events, and expanding impervious surfaces have increased sewer overflows that contaminate ecosystems, threaten public health,...
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, etc.), or the equivalent qualifications gained outside the UK, in a relevant area of Physical Science, Materials Science, or Engineering. You should be able to demonstrate some computational
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clinically meaningful explanations. Finally, the project will develop new evaluation frameworks to assess reasoning quality, robustness, computational efficiency, and real-world clinical usefulness, supporting