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be fused into asset-level condition indicators using a hierarchical Bayesian framework, and uncertainty models and evidence quality flags will be developed for each source. The candidate will
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data integration, especially in molecular medicine; mathematical modelling of cancer; probabilistic modelling and Bayesian inference, stochastic algorithms and simulation-based inference; causal
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sequential experimentation Bayesian optimization and active learning contextual bandits, reinforcement learning and online experimentation causal inference and treatment-effect heterogeneity
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trial design, and sequential experimentation Bayesian optimization and active learning contextual bandits, reinforcement learning and online experimentation causal inference and treatment-effect
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on developing and studying privacy-preserving methods, such as differential privacy, Bayesian privacy, federated learning and synthetic data. The aim is to enable meaningful analyses, such as
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-associated behavioral signatures in Drosophila larval models of neurological disorders Team: Decision and Bayesian Computation – Epiméthée Department of: Neuroscience Department of: Computational Biology
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Helmholtz Association of German Research Centres | Geesthacht, Schleswig-Holstein | Germany | about 2 months ago
(urban air quality modelling and emissions) and collaborate within a Helmholtz-wide network with expertise in: - Bayesian deep learning neural processes (Helmholtz Munich) - air quality measurements and
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strong personal desire to make the world a better place through science Geospatial data analysis (GIS) Expertise in quantitative modeling, computational and/or Bayesian methods Expertise using R, Python
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conditions with measured degradation phenomena and performance metrics.- You will implement closed-loop strategies (e.g., Bayesian optimisation) to autonomously plan, execute, and refine subsequent
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., Bayesian optimisation) to autonomously plan, execute, and refine subsequent testing parameters based on real-time data evaluation. You will publish your results in peer-reviewed journals and present your