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the Helsinki Probabilistic Machine Learning Lab. The successful deployment of statistical models and AI solutions relies heavily on the quality of underlying model assumptions and the learning algorithms
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multiscale and multiphysics modelling, mechanical testing and microstructure characterization, and digital measurement and quality control techniques. Among the applications in green processes and methods
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to large models. In addition to research work, persons hired are expected to participate in teaching following the standard practices at the department. Your experience and ambitions The position requires
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veterinary diagnostic imaging. The assessment is always conducted as an overall assessment. For more information on the tenure track model, career path and assessment criteria at the University of Helsinki
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air quality modelling. The project is funded by the Jane and Aatos Erkko Foundation. Research tasks include Developing future emission scenarios for various urban environments; Updating and applying
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, automated reaction mechanism generators, and high-resolution local scale air quality modelling. The project is funded by the Jane and Aatos Erkko Foundation. Research tasks include Developing future emission
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). The project aims to match dietary fibre types to prevalent functional gut microbiome subtypes to increase fibre consumption without digestive symptoms. The project aligns with the overall aim of our research
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stability theory, modeling & identification, optimal control, certifiably safe & robust control, and learning for dynamics & control. The main task of the PhD student will be to develop sound data-driven
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. The work aims at modeling carbon flows, developing solutions for removing and storing greenhouse gases into the built environment, and developing the life cycle assessment method for quantifying multiple
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forces—such as those predicted by physics beyond the Standard Model. Distant, coupled microwave optomechanical systems can also be utilized for quantum information transmission. In this project, two