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., probability, analysis), eager to conduct cutting edge research in the field of uncertainty quantification, in particular the theory and methods known as predictive Bayes. Predictive Bayes theory involves
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feedbacks and the uncertainty in the NASA GISS Earth System model and provide information about future changes particularly with respect to the evolution of the marine and terrestrial sinks. Research
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of spectrophotometric pH measurements in seawater. Marine Chemistry, 259: 104362. https://doi.org/10.1016/j.marchem.2024.104362 . analytical chemistry; marine chemistry; carbon dioxide; uncertainty quantification
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%). You will work at the intersection of numerical analysis, uncertainty quantification, and scientific machine learning. The research will primarily focus on probabilistic methods for data-driven model
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models. The project will include multiphysics learning, uncertainty quantification, and closed-loop design frameworks integrating real experimental feedback, with the goal of creating robust and reliable
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prediction, uncertainty quantification) and analysis of data from monitoring systems or industrial processes. • Knowledge of hybrid modelling approaches combining physics-based models (e.g., FEM, fracture
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for simulation and modeling of wave dynamics, and for uncertainty quantification of extreme events. The project will combine stochastic mathematical models of wave physics with advanced computational methods
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Description Overview: We are seeking a Postdoctoral Research Associate who will focus on creating innovative uncertainty quantification and visualization algorithms that enable trusted visual representation and
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Lehrstuhl für Angewandte und Computergestützte Mathematik | Aachen, Nordrhein Westfalen | Germany | 8 days ago
links to the groups of numerical analysis at IGPM and uncertainty quantification at UQ. Some of our PhD students and Postdocs are associated with the research training group Energy, Entropy and
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iterative comparison with experiments and uncertainty quantification Contribute to integration and demonstration of the developed process at industrial partners Qualifications To succeed in this role, you