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, vortex matter, matter at ultra-high pressure, diagrammatic Monte-Carlo. We are interested in analytical and numerical approaches to fermionic and bosonic states. Examples of one of the directions in our
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efforts. The theoretical activities at Chemical Physics focus on electronic structure calculations within the density functional theory together with mean-field kinetic modeling and kinetic Monte-Carlo
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electronic properties of material candidates 4. Use Quantum Monte Carlo and/or renormalized spin wave theory to estimate magnetic ordering temperatures 5. Interact collaboratively with the experimental groups
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financial dynamics Apply machine learning and Monte Carlo techniques to simulate complex decision scenarios Contribute to a growing, interdisciplinary field that redefines biodiversity through the lens
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analysis related to sampling, optimisation and learning problems in high dimensions. Examples of current research topics include convergence analysis of Markov processes, efficient Monte Carlo methods, large
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increasing amounts of data during the mission and using earlier high quality solutions as priors for subsequent steps. It is not a-priori clear that the current Markov Chain Monte Carlo methods are the best