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                networks (CNNs), which identify local correlations in the images. However, in this project, the aim is to go beyond standard CNN-based methods by developing new approaches based on transformers, and implicit 
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                Technology Laboratory (QTL) division of the Microtechnology and Nanoscience (MC2) department, working in a large team of PhDs, postdocs and researchers. About the research We are seeking PhD students to work 
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                the national infrastructure network SciLifeLab for Cryo-EM and cellular volume imaging, providing “state of the art” technology access for this project. Cryo electron microscopy (cryo-EM) methods provide 
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                , https://www.umu.se/en/research/infrastructure/umea-centre-for-electron-microscopy-ucem/ ), offering access and support for EM experiments. The facility is part of the national infrastructure network 
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                following years. Your work will be guided by experienced researchers in your advisory group, but you will also benefit from the broad range of competences and networks of the full ANAFOR team. Qualifications 
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                Gionis. The position is part of the European project ARMADA funded by the Marie-Skłodowska-Curie Doctoral Network. The ARMADA project operates within the fast-growing field of Conversational AI, aiming 
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                environment with the opportunity to network with both the business community and international contacts. More information about the department: Department of Applied Animal Science and Welfare Read more about 
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                others, we are a key partner in the joint SLU and Umeå University - CERE ; we host the head office of European Forest Institute’s Forest Bioeconomy Network . The Department has strong domestic and 
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                Rosén and Andreas Lindhe (Department of Architecture and Civil Engineering ). We have a strong network with national and international organizations within academia, public authorities and industry. About 
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                and Lars Arneborg from the Swedish Meteorological and Hydrological Institute (SMHI). We have a strong network with national and international organizations within academia, public authorities and