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Field
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image sequences. As a benchmark, end-to-end deep learning models will be developed using raw image data. In parallel, shallow learning models (e.g., Gaussian processes) will be explored based on insights
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applicant is anticipated to have detail-oriented research insight and exceptional record-keeping working habits. They will have strong organisational and communication skills and excellent problem-solving
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Caenorhabditis elegans (C. elegans ), will provide fundamental insights into how R-loops influence DNA repair pathway choice and contribute to genome instability. Our findings may also provide novel therapeutic
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AI-Driven Digital Twin for Predictive Maintenance in Aerospace – In Partnership with Rolls-Royce PhD
amounts of maintenance and operational data, from sensor streams to technical logs, yet much of it remains unstructured, fragmented, and underused. Hidden within these records are insights that could help
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cases have a single-gene (monogenic) cause. Understanding these enables precise diagnosis and personalised treatment and offers insight into kidney fibrosis – the final pathway for all CKD. One
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(ToF-PET) provides critical functional and molecular insights to improve cancer staging but is currently limited by detector timing resolution and sensitivity. Metascintillators, an emerging family of
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to inform the design of next-generation fusion materials. Translate sophisticated scientific data into impactful insights through clear communication to diverse audiences, including industry stakeholders and
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the transformative power of real-world experiments, living labs and other experimental settings with new insights, instruments and increased capacities. This will enable change-makers – including researchers
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of microbiome-derived proteins as seeds for protein aggregation in neurodegenerative diseases. This project aims to achieve: Advanced annotations of microbiome-borne amyloidogenic proteins Mechanistic insights
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data, and apply these frameworks to population-scale datasets to generate new knowledge and insights about the impact of different air pollutants on child and adolescent health. This may include