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AI-Driven Digital Twin for Predictive Maintenance in Aerospace – In Partnership with Rolls-Royce PhD
this, you will work with emerging AI techniques such as large language models, which can interpret technical documentation, and knowledge graphs, which help structure and connect engineering knowledge
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to their excellent structural performance and relatively low weight. However, their laminated structure results in low fracture toughness and limited impact resistance, influenced by the type of polymer used
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interact in a polite and professional manner. Support: You will work with a PDRA alongside PhD students and overseen by an experienced academic. The group work in the broader Ecology and Evolutionary Biology
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to structure your proposal as appropriate for your project, but you should ensure that the following areas are covered: (a) background and rationale; (b) proposed methods (including consideration of ethics and
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exploitation, domestic abuse, modern slavery, mental illness and homelessness – affect policing. This PhD project will explore how individuals experiencing disadvantage and/or vulnerability interact with
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interactions. Safety Layer: Introduce a supervisory “filter” based on control-barrier functions that provably enforces state constraints (e.g. collision avoidance, bounded inputs) without destroying
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, distributed ledgers) Desirable: Experience with generative AI (e.g. LLMs) Interest in Human-Computer Interaction Interest in privacy enhancing technologies (PETs) Other: Experience in presenting or preparing
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respond to restoration efforts, or the interaction between species persistence thresholds and climate in a mechanistic way. In this project we aim at filling this gap by examining the persistence
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behavioural infection risk drivers. Microsimulation Modelling: You’ll build detailed models simulating people’s daily lives - their decisions, children’s interactions, influence of pets and home/nursery
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in the wake of passenger cars are still poorly understood. Hence, an enhanced understanding of the interaction of wake aerodynamics and pollutant dispersion is essential. The infiltration of pollutants