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microstructural and interfacial phenomena. Development of physics-informed machine learning frameworks (PINNs, neural operators, PyTorch, NVIDIA Modulus) to accelerate simulation and degradation modeling
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higher swelling during operation compared to lithium-ion batteries. Finally, all these features might lead to accelerated ageing if they are not handled correctly. For the project to be successful
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, resulting in sharp-edged square wave voltages with high repetition rate. These sharp voltage flanks introduce different stress distributions internally in components and can induce or accelerate degradation
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. Multiphysics modelling of electrochemistry: connecting nanoscale electrochemical phenomena to whole device behaviour. Publications from Prof Unwin and Prof Macpherson (google scholar): https
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, current density, response time, voltage ranges, operating temperature and pressure; Perform accelerated ageing tests and long-term stability tests to study degradation mechanisms and system durability
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and the hydrological cycle. These changes include accelerated glacial retreat, reduced snow cover, permafrost degradation, seasonal variations in topography, and an increase in snow and ice avalanches
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external funding to develop a robust research program centered on land management, climate change mitigation, adaptation, rangeland degradation, productivity, and livestock production. This program should
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, the European “Green Deal” and the phase-out of lignite. Funded by the German Federal Ministry of Research, Technology and Space, the project focuses on two central aspects: accelerating technology development
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selected by the French National Agency for Radioactive Waste Management (electrochemical tests, accelerated exposure, post-exposure analyses, etc.); Develop and optimise protocols for characterising samples
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increasing pressure to reduce its carbon footprint while ensuring long-term performance of infrastructure, particularly in environments that accelerate material degradation. This PhD aims to develop and