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Field
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necessary to get a better grip on these interactions, but also to make sure that uncertainties are propagated in a sound and robust way. The envisaged PhD candidate shall investigate optimal ways
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into the electromagnetic model for robust performance analysis? Information Antenna and RF systems play a pivotal role in society by providing a crucial enabling medical diagnostics, transportation, and communication in
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, rendering such models robust. The PhD project aims to go the next step, closing the loop between failure and adaptation by developing resilient machine learning. The developed methods will detect when
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discovery and inference, with an emphasis on robustness, scalability, uncertainty quantification, expert knowledge integration, and multi-scale causal abstraction and representation learning. Your Job How are
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Primary Supervisor - Professor Ian Lake Project Overview Gastrointestinal (GI) infections remain a major public health challenge in the United Kingdom and worldwide. Robust monitoring is essential
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validation of safety signals across observational data networks. Key research areas may include: Developing and evaluating AI-solutions in line with responsible AI principles (e.g. robustness, fairness
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process for the SSC in the Nanolab cleanroom at TU/e. Characterizing the developed components Developing robust methodologies to feedback experimental characterization results into the design and layout
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-explainability methods, including saliency maps; diagnosis of model failures, biases, and miscalibration, and refinement of evaluation procedures; systematic experiments to improve the accuracy, robustness, and
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, associated with the recent Universe, and the reionization kSZ signal, with the aim of deriving robust cosmological constraints on this little-known phase of the Universe, when it was around 500 million years
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Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung | Bremerhaven, Bremen | Germany | about 2 months ago
of sea ice conditions, there is the opportunity to develop more robust and higher-resolution data products useful for Arctic communities. This PhD project falls within an international effort to co-develop