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, evaluation benchmarks, and trustworthy AI. The project aims to advance the capabilities of next-generation AI and robotics systems for complex real-world tasks requiring robust multimodal understanding and
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2 PhD Positions in Computational Modelling of Biological Membranes and Adaptive Functional Materials
disciplines, they share a common challenge: understanding how complex behaviour emerges from the collective dynamics of many interacting building blocks. The research group of Prof. Andreas Heuer
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their proteins. Recent advances in cryo-electron microscopy have revealed the architecture of viral replication/transcription complexes, but how these molecular machines communicate with the host translation
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estimated from observed data. The overall aim of the project is to develop statistical theory, methodology, and computational methods for such complex data problems, with a particular focus on models
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new areas of law. You have a sharp legal mind, determination, and the drive to make complex matters accessible. Additional Information Benefits What can you expect from us? 232 vacation hours per year
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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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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