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of remote sensing software tools, especially open-source packages Strong programming skills: with large datasets, statistical and mathematical programming with a range of languages e.g., Python, NumPy, R, C
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. Your tasks: Development and comparison of data driven models for the prediction of stresses in arterial walls and plaque Enhancing the models with physics, i.e., using different physics-aware machine
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engagement forums, campus facilities and services to support staff from different backgrounds. About our Team Heriot-Watt University established a campus in Dubai International Academic City (DIAC) in 2005 and
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algorithms Extend the superstructure to tackle AC-PF problems of different complexities and assess its convergence in inference Investigate scaling and performance bottlenecks Explore hybrid ML-classical
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results and to make parameter estimation more efficient. The project will apply and evaluate these new methods at different sites and time periods, compare them with established approaches, and finally
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arterial walls and plaque Enhancing the models with physics, i.e., using different physics-aware machine learning models from the field of scientific machine learning Exploiting large language models
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- Psychological Sciences Working Title (if different from Position Title) Job Summary The Neurobehavioral Dynamics lab is looking for an Student Research Assistant interested in computational approaches, including
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skills (e.g., R, Python). The ability to communicate in English is also required. Previous experience in research work, applying different measurement methods, and laboratory work, knowledge of forest and
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second-class honours degree (or equivalent) in neuroscience, computer science, engineering, bioinformatics or related fields. Strong Python and/or R skills and clear communication are essential; experience
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these new methods at different sites and time periods, compare them with established approaches, and finally demonstrate their potential in a Europe-wide ecosystem reanalysis. The outcomes will include open