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Field
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the study of the development of singularities, the long-time behavior of complex systems, the formation of spatial patterns, the transition between stability and instability, and the first steps of transition
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nucleation and organisation in order to generate specialised microtubule arrays, such as the mitotic spindle or the polarised microtubule networks within neurons. We focus on gamma-tubulin ring complexes (g
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description Reefs serve as carriers of biodiversity but have been largely lost in the North Sea. Restoration is complex and currently primarily conducted at a small research scale. Achieving impactful reef
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. This agent will be designed to integrate and interpret complex patient data using tools such as neural networks for analyzing patient imaging data; language models for analyzing patients' clinical and lab
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agricultural science with a quantitative focus (or an equivalent discipline) expertise in statistical and machine learning approaches, with the ability to apply advanced methods to complex environmental and
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networking within the Wise Judgment Consortium (https://wiseminds.uwaterloo.ca/ ), an international network of researchers studying wise decision-making with methods from psychology, cross-cultural research
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: Developing physics-informed neural networks (PINNs) for complex dynamical systems modeling and observer design Creating and validating digital twin architectures that incorporate physical laws and constraints
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, which is the overwhelming camera technology of today; machine learning with deep neural networks. More details can be found here . The Department of Mathematics at KTH offers a high-class, active research
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. Proficiency in Python programming and major ML/DL frameworks (e.g., PyTorch, TensorFlow). Solid understanding of optimization and regularization methods for training complex neural networks. Practical knowledge
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). Solid understanding of optimization and regularization methods for training complex neural networks. Practical knowledge of interpretability methods to ensure ML outputs are meaningful in scientific