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complexity for many-body systems, quantum field theories and quantum gravity. The milestones of the project include: synthesizing and developing physical measures of complexity, formulating them in exact
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3 Mar 2026 Job Information Organisation/Company Umea University Research Field Physics » Biophysics Chemistry » Physical chemistry Engineering » Biomedical engineering Researcher Profile First Stage
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, uncertainty quantification, and scientific machine learning. The research will primarily focus on probabilistic methods for data-driven model reduction, with an emphasis on maintaining physical consistency
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science/physics/mathematics. Experience with ML implementation (ideally interpretable ML and/or generative AI) is required. The Selected postdoctor will be joining the Computational Microscopy for Cell Biology