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Physics at Newcastle University hosts several active research groups in the areas of cosmology, observational astrophysics and astrophysical fluid dynamics. Available PhD projects include: Examining
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, transportation networks, and water treatment plants, increasingly rely on AI-driven decision-making for efficiency and autonomy. However, these systems face unique safety challenges. Real-world conditions
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: Designing and developing CAD models of test coupons and other structures Fabrication of ‘green’ test structures and sintering these across a range of conditions Characterising the mechanical properties
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differential equations and boundary conditions describing heat and fluid flow will be embedded directly into the learning process to constrain model training and reduce data requirements. Time- and space
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for all. This PhD project aims to develop, physics-informed surrogate models to support the design and optimisation of deep geothermal energy systems under subsurface uncertainty. Focusing initially
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attention to boundary conditions and heterogeneity. The outcomes will support improved design, risk reduction and development of low-carbon geothermal resources. This project addresses sustainable resource
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Resilience of Cyber-Physical Transport Systems Award Summary 100% fees covered and a minimum tax-free annual living allowance of £20,780 (2025/26 UKRI rate) (Only available for UK students
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, users must adapt their use of the infrastructure to meet the new conditions. Often the way in which those users, both passenger and freight, change their behaviour in response to changes in infrastructure