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, Trondheim, has a vacancy for a PhD position on Statistical Sampling, Robotics and AI for Ocean Observations. MASCOT (Maritime Autonomous Sampling and Control) is a research project financed by the IKTPLUSS
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a team and social competence; proficiency in the English language; excellent statistical skills; coding skills (e.g. Matlab, R, Python) as well as prior experience with EEG are an advantage
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the disciplines of algebra, analysis, didactics of mathematics, differential equations, geometry/topology, numerical analysis, optimization, and statistics. Part of the research is also conducted in close
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with strong focus on mathematics, statistics, image processing and machine learning. Knowledge of pattern recognition, applied machine learning and deep learning. Excellent programming skills (documented
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Knowledge on statistics, uncertainty quantification and data analysis are an additional asset Experience with infrastructure networks, especially urban water and/or transport, but also with similar
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Experience with statistics and uncertainty quantification Previous experience in machine learning techniques Personal characteristics Good communication and collaboration skills Scientific curiosity
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dynamic tools and good knowledge of statistics and signal processing will be an advantage. Personal characteristics Strong analytical skills Good teamwork skills Ability to take initiative and work
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. Here, the focus will be on development of methods and algorithms at the interface of mathematical statistics, ML, and AI. Within a probabilistic Bayesian approach for modeling and data assimilation
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positions. The qualification requirement is that you have completed a master’s degree or equivalent in computer science, statistics, medical technology, biomedical engineering or similar with a grade of B or
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Roudi studying the performance of neural networks using statistical mechanics, investigating the role of individual neuron activation function, learning rule, and the interplay of these with connectivity