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deep generative models, e.g., diffusion, energy based, normalizing flow or transformer-based models. With a focus on the particular domain of molecules. The project will contribute to accelerate the drug
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subsequent precipitation hardening process. In addition, promoting a circular economy in the aluminium industry by increasing recyclability and using more recycled aluminium is essential for saving resources
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legislation. This is hindering their development and delaying their introduction into the market. The engineering process for ensuring compliance with functional safety requirements involves thorough risk
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the synthesis conditions, a material’s structure and its properties. This will accelerate the discovery and development of the next generation of cathode materials. The successful applicant will join a team of
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to greatly accelerate bioactive molecule discovery and significantly reduce costs in drug discovery, enabling new drug targets that are currently economically unfeasible such as in rare and poverty-related
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explore or optimise the flexible structures and manufacturing process of Litz wires. This studentship offers the opportunity for the PhD student to lead the development of innovative simulation tools
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gross salary) for 3 years An additional £2,000 per annum for consumables and travel Requirements The candidate should have a 1st or high 2:1 degree in electrical/mechanical engineering, physics
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Are you ready to push the boundaries of engineering innovation and accelerate the world’s transition to carbon-neutral energy systems? Join the Thermofluids Group in the School of Mechanical
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. accelerated early combustion, misfire reduction, and higher thermal efficiency. To unlock ammonia’s potential as a carbon-free fuel for heavy-duty transport—including maritime shipping, aviation, and long-haul
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This self-funded PhD research project aims to advance the emerging research topics on physics-informed machine learning techniques with the targeted application on predictive maintenance (PdM