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for predictive maintenance of an operating AEM cell developed by collaboration partner HyET E-Trol. A core feature of your work should be the inclusion of a neural network (NN) surrogate of a detailed physics
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model may require a model reduction step, e.g. via the development of a neural network surrogate of the multiphysics model. Information and application Your application should include * a 1 A4 page cover
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(knowledge-aware artificial neural networks) will be used for model improvement as well as for proposing scaling laws for real power transformers. Information and application Are you interested in this PhD
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networks, precision manufacturing, and real-time monitoring in industrial systems. Yet, their production requires significant energy and scarce materials, which complicates scalability and raises
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amplifiers, ultra-low power analog to digital converters, software-defined radio, mixer-first receivers, N-path filters and sub-sampling phase locked loops. The group is a world leader and initiator of many