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, surrogate modelling, uncertainty quantification, and decision support. Coordinate the joint research activities between UESL and IMOS. Publish and present research perspectives and results
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applications such as prediction, surrogate modelling, uncertainty quantification, and decision support. Coordinate the joint research activities between UESL and IMOS. Publish and present research
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. Experience in probabilistic analysis and uncertainty quantification within an engineering context, a track record of high-quality peer-reviewed research, and the ability to work independently and
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Quantify and formalize uncertainty estimates to support reliable deployment in real-world building management systems For further information on the project you can contact your future superior: https
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variance that drives tracking error. The aim is decision-grade uncertainty quantification (UQ) and principled data-driven parameter selection. Hence, the project will develop automatic portfolio
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-performance computing to high-performance analytics; from data integration to data-related topics such as uncertainty quantification, model-order reduction, or multi-fidelity methods. The primary fields of
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Mathjobs.org | 29 days ago
performance guarantees, learning dynamics and generative modelling, sampling and transport methods, statistical foundations, and uncertainty quantification. The candidate should demonstrate the
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EPFL - Ecole Polytechnique Fédérale de Lausanne | Lausanne, Canton de Vaud | Switzerland | 16 days ago
performance guarantees, learning dynamics and generative modelling, sampling and transport methods, statistical foundations, and uncertainty quantification. The candidate should demonstrate the
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group develops theory, methods and software for data-driven science, with a current focus on uncertainty quantification in large pre-trained models (vision-language models), generative models (flow
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anatomy, blood flow physics, and uncertainty quantification; validate the developed methods on retrospective multi-center clinical datasets, in collaboration with clinical partners in the Netherlands