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Papers matching “Bayesian forecasting” 7

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EpiLPS: a fast and flexible Bayesian tool for near real-time estimation of the time-varying reproduction number
2021 medRxiv preprint Mathematics COVID-19 epidemiological studies Open access

Oswaldo Gressani, Jacco Wallinga, Christian Lorenz Althaus, Niel Hens, Christel Faes

4

citations
Simulation-based inference for rapid Bayesian parameter estimation in epidemiological models: a comparison with MCMC
2026 arXiv (Cornell University) preprint Mathematics Markov Chains and Monte Carlo Methods Open access

Alina Bazarova, Johann F. Jadebeck, Henrik Zunker, Carolina J. Klett-Tammen, Torben Heinsohn, Wolfgang Wiechert, +2 more

0

citations
Comparing Methods for Uncertainty Estimation of Paraganglioma Growth Predictions
2025 Preprints.org preprint Medicine Adrenal and Paraganglionic Tumors Open access

Evi Sijben, Vanessa Volz, Tanja Alderliesten, Peter A. N. Bosman, Berit M. Verbist, Erik Frans Hensen, +1 more

0

citations
How the magnitude and precision of pain predictions shape pain experiences
2023 preprint Neuroscience Pain Management and Placebo Effect Open access

Suzanne M.J.C. Derksen, Maria Konttinen, Anastasiia Myronenko, Ben Seymour, Kaya J. Peerdeman

2

citations
EnKF-based fusion of site-available machine learning air quality predictions from RFSML v1.0 and gridded chemical transport model forecasts from GEOS-Chem v13.1.0
2023 preprint Environmental Science Air Quality Monitoring and Forecasting Open access

Jianbing Jin, Arjo J. Segers, Ke Li, Bufan Xu, Wei Han, Mijie Pang, +2 more

0

citations
Practical and Rigorous Uncertainty Bounds for Gaussian Process Regression
2021 arXiv (Cornell University) preprint Computer Science Gaussian Processes and Bayesian Inference Open access

Christian Fiedler, Carsten W. Scherer, Sebastian Trimpe

9

citations
Machine learning-based conditional mean filter: a generalization of the ensemble Kalman filter for nonlinear data assimilation
2021 arXiv (Cornell University) preprint Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access

Truong‐Vinh Hoang, Sebastian Krumscheid, Hermann Georg Matthies, Raul F. Tempone

0

citations

7 results