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are urgently needed to monitor PFAS in water and probe their interactions with biological systems. This PhD project will develop a cutting-edge single-molecule optical sensor for real-time, ultra-sensitive PFAS
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Methods The Southern Ocean plays a disproportionate role in capturing anthropogenic heat and carbon. Its complex dynamics are characterised by interaction between the large-scale and a range of small-scale
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, or applying consistent correction models across inter- and intra-satellite interactions. The use of multi-objective optimisation will enable systematic exploration of trade-offs between different classes
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health status, the project will identify host–microbe interactions that enhance or constrain resilience. Research will use UK coastal environmental gradients and laboratory experiments to disentangle
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? The supervisory team comprises senior researchers with expertise covering conservation, ecosystem functions, species traits, ecological interactions, and environmental change. The Doctoral Researcher will have the
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to acquire domain-specific networking knowledge, especially for reinforcement learning (RL) tasks that traditionally require costly live environment interaction. To resolve this, this project proposes
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. Uncertainty quantification shall be incorporated to strengthen robustness. The development of an interactive visualisation application shall support decision making and planning. The technical insights from
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PhD Studentship: Distributed and Lightweight Large Language Models for Aerial 6G Spectrum Management
is to exploit transformer-based attention mechanisms to model sequential dependencies and capture long-range interactions, making them promising tools for complex spectrum management. Despite being
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of how the system interacts with its environment. Traditionally, such world models—comprising transition and observation models—are specified by domain experts, based on their knowledge and assumptions
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the interaction between sediment mobilisation and water quality, generating evidence to help manage mountain river systems. The student will be based in Geography at the University of Exeter, where they will