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, large-scale biomedical datasets, including UK Biobank and the CPRD. It will integrate complex longitudinal data—including harmonized EHRs, genetics, and the novel features captured by the LLM—to generate
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; Nguyen et al., 2023). By integrating large scale, multi-modal data and leveraging self-supervised and transfer learning, these models demonstrate satisfactory spatial-temporal simulation and predictions
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scales is poor, and the UK’s national emission inventory carries large uncertainties. This gap hinders effective assessment of the true health and environmental impacts of woodburning. This studentship
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. Yet, many stellar and planetary parameters remain systematically uncertain due to limitations in stellar modelling and data interpretation. This PhD project will develop Bayesian Hierarchical Models
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or Stata and a strong grasp of statistical methods, data analysis and regression modelling. You will have experience in using large complex datasets, data linkage, data cleaning, and good research writing
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Spectrometry Facility at Birmingham; a large, multidisciplinary research team that works together operating the latest state-of-the-art mass spectrometers. The PhD will start with extensive training in the state
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the handling and management of sensitive information/issues. Ability to use initiative, personal judgement, resourcefulness, flexibility, with a self-motivating approach. Ability to work effectively in a large
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include some or all of the following: carrying out project planning activities; identifying milestones which will need to be adhered to; data collection and analysis; milestone tracking / key performance
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, data assimilation, HF radar, and advanced computational methods to support space weather forecasting and engineering solutions. In REF 2021 and beyond, Engineering at Birmingham is ranked among the UK’s
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well as contributing to data collection and analysis. The post holder will work as part of an integrated, multi-disciplinary team of researchers and clinicians to deliver the objectives of this workstream. Role Summary