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problems in medical applications. Specific requirements: Demonstrated experience in Bayesian inference / networks; Familiarity with statistics and probability theories; Excellent research, academic writing
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manipulation experiments, development of diagnosis frameworks (e.g., knowledge-guided machine learning, casual inference, and Bayesian neural networks), evaluation of simulation results (e.g., climate extremes
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research interests include Bayesian modeling and inference, causal inference, clinical trials, clustering, computational statistics, epidemic modeling, high-dimensional data analysis, longitudinal data
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processes for the structural and mechanical, electrical, and plumbing domains through workshops and interviews with practitioners. On this basis, risk and consequence models based on Bayesian networks will be
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. Project background Tunnels are critical links in transport networks, and many Swiss road and rail tunnels are ageing while being subject to increasing traffic loads, climate-related stressors, and evolving
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, Bayesian analysis of randomized trials, conventional meta-analysis, meta-regression, and network meta-analysis. Develop as an educator by taking an active teaching role in POCUS and EBM curriculums
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. The practical element of your project will be based on, but not limited to, time series analysis, network analysis, Bayesian inference, Machine Learning, as well as computational simulation of mathematical models
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. The practical element of your project will be based on, but not limited to, time series analysis, network analysis, Bayesian inference, Machine Learning, as well as computational simulation of mathematical models
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primarily on NVIDIA and AMD hardware); a GR ray-tracing code (in Julia) that produces images and spectra from those simulations, and is designed to conduct Bayesian parameter inference; semi-analytic jet and
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or skills in statistical modelling and Bayesian inference. Familiarity with X-ray binaries, astronomical jets or time-domain astrophysics. Role Requirements: As this is a fixed-term contract, you will require