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four-year PhD position in Deep Learning for Metocean data (surface waves and ocean parameters) at the Division for Oceanography and Maritime Meteorology at The Norwegian Meteorological Institute (MET
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, using principles of differential cryptanalysis. Analyze security of ML models against attacks that aim to recover parameters of the model (e.g., weights of a neural network). Investigate whether it is
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Preferred selection criteria Experience within the field of nanomagnetism. Experience with working in a cleanroom. Experience with micro- or nanofabrication. Interest in computer-based simulated experiments
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analysis and solid mechanics Experience with 3D computer-aided design (CAD) Experience in structural design, design format, and standards (e.g. Eurocodes) Personal characteristics To complete a doctoral
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chemistry. Good laboratory skills. Good computer skills / data processing skills. Good communications skills. Good written and oral English language skills. Experience in single molecule analysis, work with
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references Additional relevant documentation of professional knowledge (for example, list of scientific works). If it is difficult to judge the applicant’s contribution for publications with multiple authors
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knowledge (for example, list of scientific works). If it is difficult to judge the applicant’s contribution for publications with multiple authors, a short description of the applicant’s contribution must be
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Fulfil administrative and teaching duties required (if applicable) Be prepared for changes to your work duties after employment. Required selection criteria You must have a relevant background in Computer
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interdisciplinary center with joint efforts in theory, computer simulations and experiments, both in fundamental and in more applied directions. The center works to advance the understanding of porous media by
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. Preferred selection criteria Strong programming skills, preferably in Python and C++. Experience or coursework in simulation technologies, robotics, computer graphics, or biomechanics. Strong communication