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wind propulsion devices. The work will focus on data-driven modelling, routing optimization, and control strategies for wind-assisted vessels. Relevant research topics include voyage optimization under
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contribute to the development of next-generation modelling frameworks that combine physics-based hydrodynamic modelling with artificial intelligence (AI) and data-driven methods to better predict contaminant
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25th April 2026 Languages English English English The Department of Structural Engineering has a vacancy for a Postdoctoral Fellow in Microstructure-Informed Modelling of Fracture in Cast Aluminium
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tomography, with numerical simulations informed by microstructural data. The successful candidate will work at the interface between experiments, modelling, and data-driven methods. Particular emphasis will be
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wind propulsion devices. The work will focus on data-driven modelling, routing optimization, and control strategies for wind-assisted vessels. Relevant research topics include voyage optimization under
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modelling, or modelling of physical/dynamical systems. familiarity with AI/machine learning/system identification techniques and their application to engineering problems. knowledge of digital twin concepts
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the use of modern machine‑learning methods within applied mathematics—particularly physics‑informed learning, anomaly detection, data‑driven modelling, and the construction of surrogate models grounded in
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conducts research that contributes to the sustainability of the Norwegian welfare state and the metropolitan region. The Faculty of Technology, Art and Design (TKD) offers higher education and research and
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, interpretation of modelling results, and publication-driven research Ability to work independently, efficiently, and with clear scientific judgment Fluent oral and written communication skills in English Desired
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numerical models and machine learning tools to predict loads, assess structural responses, and identify damage under extreme conditions. By combining computational simulations with data-driven approaches