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, design, and implementation of complex systems. We focus on ensuring that our research results contribute to creating a better society by supporting areas such as health, green transition, energy supply
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northern Sweden create enormous opportunities and complex challenges. For Umeå University, conducting research about – and in the middle of – a society in transition is key. We also take pride in delivering
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-preserving and capable of adapting to new environments without extensive retraining. Existing approaches often struggle with understanding complex human behaviour while satisfying privacy and real-time
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of interest are harmonic analysis, operator theory, computer algebra, optimisation and complex analysis. Other key research themes at the department are mathematical statistics, applied mathematics, computer
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of nanovideography to resolve atomic-scale quantum dynamics and to trace ensuing cooperative processes in systems of increasing complexity, directly in ultraslow-motion pictures. • Developing cutting-edge quantum
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within the complexity of the social-environmental-economic systems in which sustainability challenges exist and aim to combine academic excellence with real-world relevance. MSI research addresses
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-centric AI and explainable decision-making? Are you intrigued by the role of human expertise in complex optimization? This PhD position focuses on bringing humans into the loop of optimization processes
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dynamics without the complexity of hot-carrier relaxation. This approach opens access to subtle effects such as exciton fine structure splitting, spin-dependent interactions, and coherent dynamics, which
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computational complexity and power consumption. The project will involve the modelling and characterization of RF power amplifiers, development of AI-based linearization algorithms, FPGA implementation and
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projects focused on real-world data analytics, health outcomes modeling, and biomedical informatics. Develop and apply advanced statistical and machine-learning methodologies to address complex health