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opportunities for better design. AI-driven optimisation offers a promising parallel route forward. Techniques such as Bayesian optimisation have already proven successful in related contexts, such as optimising
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Loughborough’s Doctoral students, working in any discipline, to participate in a 16-week programme , which will run from w/c 9th March to w/c 29th June 2026 . Successful applicants will spend an average
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metabolic disease, including type 2 diabetes (T2D), Non-alcoholic fatty liver disease (NAFLD) and obesity, collectively referred to as metabolic syndrome (MetS), has occurred in parallel with a global decline
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experimental/theoretical advances in the field. Communicate with your research supervisors and identify the scientific problems to tackle and make the research plan. Follow the research plan and carry out
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, prior distributions and posterior predictive checks, model comparison, programming in R (python/Matlab), implementations using R-packages rstan/JAGS and brms/STAN or equivalent interfaces. References
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based methods to observe low affinity interactions directly and relate them to structural and functional outcomes. In parallel, you will develop new sensors for intracellular potassium concentration
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interpreted. In parallel, integrated data pipelines must be developed to combine instrument telemetry, mass spectrometer outputs and housekeeping data into accessible, calibrated datasets for PST members. Key
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: Nonlinear dynamical systems modelling Large-scale simulations and high-performance computing Parallel programming and optimisation techniques These are high-value skills with applications across academia
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application, developed through parallel funding. The project sits at the intersection of Life and Health Sciences and Software/Cyber innovation, aligning with Northern Ireland’s strategic goals for Med-Tech
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achieving the Objectives will run in parallel through the project, broadly along the following timeline: Year 1: literature review, desk-based mapping, initial fieldwork mapping and sampling (all Objective O1