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Field
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more efficient by identification of the critical processes and parameters. In this project, we aim to develop mathematical and computational models to predict the spatial distribution of concentrations
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distribution functions. Total content of H2 in the solar neighbourhood and nearby galaxies and how they compare to other gas/dust tracers. Extinction mapping from resolved stars in nearby galaxies. Studying mass
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Research area and project description: AI data centres are digital engines, yet ~30% of energy is wasted as heat in power conversion and distribution. Directly addressing the UK’s Clean Power 2030
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Optimisation for Distributed ML Systems” in the ‘Research Topic’ section of the application form, and the research supervisor (Dr Jianyi Cheng) in the ‘Proposed Supervisor’ section. Failure to do so may affect
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will investigate the distribution, sources, and characteristics of micro- and nano-plastics in hadal sediments. The work will combine deep-sea sediment sampling with advanced analytical approaches
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mathematical modelling and simulation. Partial differential equations will be applied to model drug distribution and partitioning in multiphase systems using the drug’s partition coefficient as a driving force
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include, among others: Read scientific literature in the field of quantum communication and quantum key distribution (QKD) systems. Mathematical modeling of the quantum signals emitted by a QKD transmitter
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will include, among others: Reading scientific literature in the field of quantum communications and quantum key distribution systems. Developing security proofs for quantum cryptography in the finite
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of the generated particulate emissions in terms of their size distribution, particle number concentration, and chemical composition. The combination of optical, particle-based, and spectrometric methods will enable
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consumption of UAVs. A distributed ML algorithm based on Liquid State Machines will be designed to adaptively optimize resource assignment and UAV positioning. WP3: Algorithms Validation and Use Case