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condition indicators using a hierarchical Bayesian framework, and uncertainty models and evidence quality flags will be developed for each source. The candidate will contribute to defining the
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. The candidate will develop a Bayesian data assimilation framework built around the Q-model using large datasets (e.g. Holisoils, LUCAS, ICP Forests) and scaling the results up to European level. The
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evolving in time, with each technique contributing a noisy, partial observation through its own forward model. The work spans sequential Bayesian inference, deep state-space models, and uncertainty-aware
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CFM-Centro de Física de Materiales/MPC-Materials Physics Center | Donostia-San Sebastian, Pais Vasco | Spain | about 2 months ago
to participate in research activities related to artificial Intelligence for scientific discovery, machine learning and Bayesian optimization, autonomous experimentation and self-driving laboratories
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. The IMCI Modeling Core is home to a consortium of postdoctoral fellows who provide modeling expertise for a wide range of projects as integral members of those research teams. Unit URL https
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biodiversity, and interactions between environment and society. For more information on ASE please visit https://www.ntu.edu.sg/ase . The Yanyan Cheng research group is seeking a Research Fellow
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similar time series - and to pool (or combine) relevant data. One of the approaches that will be used will the information-theoretic Bayesian minimum message length (MML) principle. Student cohort PhD
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similar time series - and to pool (or combine) relevant data. One of the approaches that will be used will the information-theoretic Bayesian minimum message length (MML) principle. Student cohort PhD
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couple automated synthesis, high-throughput screening, and online/in situ characterization with active-learning and Bayesian-optimization pipelines to guide experiment selection Build agentic artificial
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: Bayesian methodologies, temporal or geospatial prediction, network analysis, text analytics, statistical learning, or causal inference. Required Application Materials Electronic submission is