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to artificial intelligence are extraordinarily effective, with a proliferation of large models trained on correspondingly massive datasets. However, these models still fail on some tasks that humans, and symbolic
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qualifications and motivation. For employment as a PhD Candidate, it is a prerequisite that you gain admission to the PhD programme in mathematical sciences (https://www.ntnu.no/studier/phma ) within three months
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modelling infectious disease dynamics, population dynamics or fisheries. Proven experience and ability programming in R or Python. Proven experience and interest in the application of mathematical modelling
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tackling foraging tasks, to work out which algorithm best explains how foragers decide to leave. You will have some experience in computational modelling of behaviour, such as decision-making models
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knowledge of the strength of materials and machine design. Knowledge of production engineering and mathematics, and skills to operate specialist measurement equipment, including 3D scanning systems, would be
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Role: Research Associate in Transport Modelling & Analysis Grade and Salary: Grade 7, £37,694 - £47,389 per annum FTE and working pattern: 1FTE, 35hrs per week, Monday – Friday Contract: Fixed Term
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to advancing our position further. Our University Strategy is built around a distinctive Triple Helix model, harnessing the combined power of our excellence in research, education, and knowledge exchange and
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/hacohen19a.pdf [4] Roh et al., FairBatch: Batch Selection for Model Fairness — https://arxiv.org/pdf/2012.01696 [5] Ren et al., Learning to Reweight Examples for Robust Deep Learning — https://arxiv.org/pdf
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successful candidate should have excellent study results and a strong background in mathematics. The applicant should be skilled at implementing new models and algorithms in a suitable software environment
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17 Mar 2026 Job Information Organisation/Company University of Cologne Department Faculty of Mathematics and Natural Sciences Research Field Physics » Other Astronomy » Astrophysics Researcher