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construction sites while traction-bus batteries can be repurposed as second-life energy storage for peak shaving. Job description The rapid electrification of transport, buildings, and industry is creating
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beam (FIB) imaging - can be combined with AI to reconstruct nanoscale chip structures and infer functional behaviour from physical layouts. The project addresses the challenge of extracting reliable
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structures with extraordinary precision and do so quickly enough to keep up with large-scale production. This creates a fascinating computational challenge: how can we infer hidden physical properties from
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-powered aircraft structures. Job description How do aerospace materials deform and fail at temperatures approaching 20 K (-250 °C)? And how does their behaviour change under dynamic loading? In this PhD
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description Railway embankments form the foundation of the railway system and play a critical role in ensuring the safety, reliability, and resilience of rail transport. As these assets age and are exposed
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description Railway bridges and the tracks they support are critical components of the railway network, directly affecting safety, reliability, and operational performance. As railway infrastructure ages and
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devices. To ensure optimal reliability of the adopted lithographic processes, two aspects are important: (i) the surface quality of the silicon wafers needs to meet stringent requirements and (ii
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and high reliability required for commercial fusion means tungsten armour faces significant hurdles due to erosion, neutron degradation and irreversible damage from transient plasma events. Liquid
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significant risks and challenges. Besides the risks for privacy and data protection, the use of AI raises concerns on bias and discrimination and reliability of electronic evidence in criminal investigations
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neural networks, covering representation, optimisation, generalisation, robustness and reliability, while remaining sufficiently tractable to inform engineering practice. A key objective is to transform