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Practical Guidance for Bayesian Inference in Astronomy2023 arXiv (Cornell University) preprint Mathematics Statistical Methods and Bayesian Inference Open access
Gwendolyn M. Eadie, Joshua S. Speagle, Jessi Cisewski-Kehe, Daniel T. Foreman-Mackey, Daniela Huppenkothen, David E. Jones, +2 more
6citations -
Simulation-based inference for rapid Bayesian parameter estimation in epidemiological models: a comparison with MCMC2026 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
0citations -
High-throughput parameter estimation from experimental data using Bayesian Inference with accelerated sampling2026 npj Computational Materials article Materials Science Machine Learning in Materials Science Open access
Basita Das, William Heymann, Yueming Wang, Uwe Rau, Thomas Kirchartz, Tonio Buonassisi
0citations -
Trans-dimensional Bayesian model averaging for 13C-metabolic flux analysis: evidence-based flux inference under structural model uncertainty2026 Bioinformatics article Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access
Johann F. Jadebeck, Anton Stratmann, Martin Beyß, Katharina Nöh
0citations -
Revealing the Physical Conditions around Sgr A* Using Bayesian Inference. I. Observations and Radiative Transfer2021 The Astrophysical Journal article Physics and Astronomy Astrophysics and Star Formation Studies Open access
Tomas James, S. Viti, Farhad Yusef-Zadeh, M. Royster, M. Wardle
7citations -
Efficient Inference in Bayesian Networks with Continuous Variables A Discretization and Knowledge Compilation Approach2023 SSRN Electronic Journal preprint Computer Science Bayesian Modeling and Causal Inference Open access
Maarten Vonk, Sebastiaan Brand, Ninoslav Malekovic, Thomas Bäck, Alfons Laarman, Anna V. Kononova
2citations -
Bayesian parameter inference and uncertainty-informed sensitivity analysis in a 0D cardiovascular model for intraoperative hypotension2025 Computers in Biology and Medicine article Medicine Hemodynamic Monitoring and Therapy Open access
Jan‐Niklas Thiel, Marko Žličar, Ulrich Steinseifer, Borut Kirn, Michael Neidlin
1citations -
Trans-dimensional Bayesian model averaging for $^{13}$C-based metabolic flux analysis: Evidence-based flux inference under structural model uncertainty2026 arXiv (Cornell University) preprint Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access
Johann F. Jadebeck, Anton Stratmann, Martin Beyß, Katharina Nöh
0citations