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range of areas, including but not limited to: Ultracold quantum gases and quantum many-body physics Quantum optics, photonics and solid-state quantum devices Active and complex matter and emergent
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of Complex Systems team at the Institut des Sciences Analytiques (ISA), located in Villeurbanne on the campus of Université Claude Bernard Lyon 1. ISA is a research laboratory in analytical chemistry
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environments, and distributional shifts. The research will combine probabilistic modelling, network-based representations, and modern AI methods to enable scalable and interpretable decision-making in complex
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’–fromtheearlystagesoftheiremergence to theirwidersocio-economic impact.The project willinvestigateconsumer decision-making in increasingly complex environments
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complexity to a network-shaped single cell – Physarum. Lacking any neurons, flows flushing throughout Physarum’s tubular network propagate input packaged as chemical concentration and flow shear force
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and quantitative tools for understanding complex population behaviour. Funding notes: For UK and EU candidates: Funding may be available through a college or EPSRC scholarship in competition with all
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-source scientific software library. You will be part of a larger project at the Uncertainty in Complex Systems lab (PI: Dr Max Hinne) aimed at learning which statistical and/or computational model is most
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. Conducts cellular and molecular assays including, immunohistochemistry, proteomic profiling, and tissue-derived cell culture-based functional studies. Analyzes, interprets, and presents complex multimodal
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, reachability, basic complexity classes. Mathematical logic and formal methods. First-order logic, type systems, SAT/SMT, temporal logic (LTL/CTL) and model checking, pre/post-conditions, invariants, refinement
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learning Solid programming skills, preferably in Python and modern deep-learning frameworks such as PyTorch Experience working with large or complex datasets The applicant must be fluent in English, both