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., feature engineering, spatiotemporal modeling, Bayesian calibration, ensemble methods) to improve prediction accuracy and uncertainty quantification. Disseminate research findings through presentations
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properties from telescope data. The design of robust uncertainty quantification tools is a core component of this effort. -On the experiment design side, the group develops simulation and optimization
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measurements with structural and aerodynamic models. The candidate will explore physics-informed machine learning and system identification techniques to improve monitoring, uncertainty quantification, and
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numerical analysis, computational fluid dynamics, and uncertainty quantification with diverse applications. Our group maintains active collaborations with other divisions at Linköping University and broader
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, statistical modelling, uncertainty quantification, stochastic modelling and other modern statistical methods for data analysis. Job description As an associate senior lecturer at Malmö University, you will be
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, and participate in outreach activities that will be generally, but not exclusively, related to your research topics. You are encouraged to visit the ESA website: https://www.esa.int/ Field(s) of
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, monitoring, or inspection data for model updating and uncertainty quantification - Good knowledge of existing structures, particularly concrete structures and bridges - Strong publication record - Excellent
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. Probabilistic Digital Twin Synchronisation: Developing robust Bayesian frameworks and uncertainty quantification (UQ) to bridge the reality gap between real-world sensor data and high-dimensional computational
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, multidisciplinary team environment. Preferred Qualifications: Knowledge of uncertainty quantification methods and causal inference for complex environmental systems. Experience with large-scale Earth system
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, ground-truth datasets, including methods for calibration, triangulation, and uncertainty quantification. Design and implement a robust translation layer that generalizes these 3D posture models to large