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coupled or standalone configurations. The software can assimilate large datasets and perform adjoint computations, inverse modeling, and uncertainty quantification. It has enabled breakthrough scientific
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King Abdullah University of Science and Technology | Saudi Arabia, | Saudi Arabia | about 15 hours ago
Partial Differential Equations and Stochastic Differential Equations, Numerical Optimization, Uncertainty quantification, Approximation Theory, Applied Probability and Bayesian statistics, Optimal Control
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. Goals and Objectives: The candidate will lead the quantification and refinement of CML water vapor estimates, with strong involvement in data collection and cross-technique analysis. Key tasks include
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operation; verification, validation and uncertainty quantification for fusion safety and licensing; development of computational engineering tools for fusion materials modelling and structural integrity
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Science, AI with human-in-the-loop, decision-making for complex systems, optimisation for LLMs, foundation models, dimensionality reduction, deep learning, uncertainty quantification, language, and
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, but are not limited to, stochastic partial differential equations, optimal transport, gradient flows, uncertainty quantification, model order reduction, data assimilation, optimal control, and their
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data, for uncertainty quantification, for incorporating context and dependencies, and for developing interpretable AI. The UiT campus in Tromsø is located near the city centre. Tromsø is a vibrant city
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uncertainty quantification (UQ) and propagation methods into ICME approaches. Interface with experimentalists in design of experiment and material development campaigns. Work both independently and
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Gif-sur-Yvette, develops both theoretical and applied methodologies in Data and Image Analysis, Computational Imaging, Statistical Learning, Uncertainty Quantification, Robust Estimation, and Deep
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skills and the ability to work effectively in a collaborative, multidisciplinary team environment. Preferred Qualifications: Knowledge of uncertainty quantification methods and causal inference for