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-universite.fr The project focuses on CAP 1.6 AI for Industry, which aims to develop methods for explainability and uncertainty quantification to make AI usable, auditable and truly operational in risk-related
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. To this end, domain decomposition techniques, uncertainty quantification, and reduced models—possibly based on neural network training—will be considered, along with the development of theoretical results
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for environmental pollution sciences. It focuses on robustness to distribution shifts, degraded inputs, and out-of-distribution conditions, while also addressing uncertainty quantification, explainability, fairness
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limited to, theoretical performance guarantees, learning dynamics and generative modelling, sampling and transport methods, statistical foundations, and uncertainty quantification. The candidate should
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, formal verification, proof assistants, automated proof search, and AI-guided mathematical discovery; neural operators, physics-informed learning, inverse problems, uncertainty quantification, and rigorous
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Biophysical and Biomedical Measurement Group - NIST | Gaithersburg, Maryland | United States | about 1 month ago
processing, internal standards/calibration, and uncertainty quantification. - Experience with spectroscopy, chromatography, electrophoresis, fluorescence methods, or complementary molecular characterization
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University of North Carolina at Chapel Hill | Chapel Hill, North Carolina | United States | 15 days ago
theorists at the other institutions, including with statisticians to improve uncertainty quantification in theoretical research on double-beta decay. Minimum Education and Experience Requirements PhD in
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design, additive manufacturing, and product lifecycle; and uncertainty quantification, verification and validation, and real-time model updating for decision-ready digital twins. Controls, Systems, and
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learning evaluation and monitoring of AI systems micro-randomized trials uncertainty quantification prediction-powered inference. Indiana University Bloomington offers an unusually rich environment
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/research/air-water-and-landscape-science ). Duties The PhD project will focus on uncertainty quantification in modelling flow and solute transport in fractured rocks. The work will include numerical