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-fidelity analyses with observational data to yield robust, uncertainty-aware predictions. Outcomes include a transparent, open-source toolkit for catastrophic risk and fragility assessment, integration
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collaboration, innovation, creativity, and belonging. Our collective success depends on the robust exchange of ideas—an exchange that is best when the rich diversity of our perspectives, backgrounds, and
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yields. Design robust uncertainty and OOD metrics for time-series satellite images and their foundation model embeddings to safely flag anomalies. Disseminate your research results by writing high-quality
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software package that will become a reference for researchers worldwide. Desired profile: MSc (or equivalent) in Physics, Chemical Physics or related fields; Robust background or proven skills in mathematics
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impact. Build and maintain a robust, independent research program in conservation bioacoustics, producing high-impact publications in premier peer-reviewed journals. Develop competitive grant proposals and
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to domain-level concepts; study the relationship between explanation, trust calibration, and behavioural outcomes; evaluate system performance using both technical metrics (robustness, fairness, reliability
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wetland design and footprint can be optimised. The project will generate practical guidance for more efficient, low-carbon, and sustainable wastewater treatment. The project will provide robust evidence to
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support for performing the doctoral project. About the PhD project: CRITICAL AI – Comprehensive Research on InfecTIons Across the Lifespan using AI The aim of the doctoral project is to develop robust and
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involves developing state-of-the-art methods for image segmentation, detection, classification, predictive modelling, and image enhancement. We aim to build more trustworthy and robust AI models that can
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goal of the project is to identify reliable behavioral and physiological markers that signal good welfare and robust gut–brain health. The study investigates how physical activity and hay shape behavior