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Field
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validating uncertainty-aware AI models for real-time crash risk prediction with guaranteed confidence bounds, interpretability, and fairness-by-design, using a blend of centralized and federated learning
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of uncertainty and complexity. Applicants must have: A PhD degree in a relevant field, e.g. urban geography, urban planning, innovation studies, (social) design (research), public administration
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designs and regional-to-continental scale investment of monitoring resources. Developing methods to quantify and propagate uncertainty across integrated monitoring frameworks Developing methods for joint
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development. The project addresses how advanced digital infrastructure can be used to reduce uncertainty, risk and variation in industrial product realisation. It connects engineering design, AI, digital twins
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Inria, the French national research institute for the digital sciences | Rennes, Bretagne | France | 2 months ago
studies in developing flow models that incorporate noise to account for modelling uncertainties or errors. The introduction of noise into ocean dynamics models must be done on a theoretically rigorous
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for predictive modeling, high-dimensional optimization, uncertainty quantification, forward and inverse design, including the development of Digital Twin components, under the supervision of Prof. Douglas H
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through a mixture-of-experts architecture that adaptively combines specialized models according to pandemic phase and intervention regime. The framework aims to provide robust, uncertainty-aware forecasts
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project examines how instructional and assessment designs can support students’ epistemic thinking with respect to how they compare evidence, calibrate uncertainty, justify claims, and move between
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of doubt, the evaluation panel may demand any candidate to present documents proving those statements. False statements by the candidates will be punished according to the law. SUPPORTING DOCUMENTS
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relationships between vertical urban form and environmental conditions, assess uncertainty and transferability across the three cities, and develop baseline-to-2030 and 2030–2050 scenarios of vertical development