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, stiffness loss, damage evolution, and transient creep interact under coupled loading. The project will develop temperature-dependent constitutive models informed by numerical simulation. Machine learning
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machine learning techniques, you will identify patient subgroups, improve diagnostic accuracy, and develop a biomarker-based clinical decision support system to assist risk stratification and outcome
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to the translation of mechanistic models for efficacy prediction, patient stratification, and therapeutic optimisation. Applying statistical, AI, and machine-learning methods for model calibration, validation, and
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As a University of Applied Learning, SIT works closely with industry in our research pursuits. Our research staff will have the opportunity to be equipped with applied research skill sets
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talents to the creation of a fairer world and a more prosperous region. Inspirational learning and impactful research are at the heart of this vision, with our academic expertise recognised as our greatest
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al. (2024) Photonics for Neuromorphic Computing: Fundamentals, Devices, and Opportunities. Advanced Materials. doi: 10.1002/adma.202312825. [6] K. Lee et al., “Secure Machine Learning Hardware
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We are a world class research-intensive university. We deliver teaching and learning of the highest quality. We play a leading role in economic, social and cultural development of the North East of
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of relevant computer packages such as Evolver, Excel and Simul8. The working pattern for this post is 3.7 hours per week. The interviews are currently anticipated to be held on Tuesday 17 March 2026
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to gain academic research experience and to learn from leading academics. The ideal candidate for this role will have a background in qualitative social science research, such as literature reviews, surveys
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sciences, AI, machine learning or related fields. Strong background and track record in the development of geospatial foundation models from multi-modal Earth Observations is essential as well as strong