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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 -
Lightning Pose: improved animal pose estimation via semi-supervised learning, Bayesian ensembling, and cloud-native open-source tools2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Human Pose and Action Recognition Open access
Dan Biderman, Matthew R Whiteway, Cole Hurwitz, Nicholas Greenspan, Ankit Vishnubhotla, Richard A. Warren, +13 more
18citations -
Pharmacokinetics of apixaban in patients with short bowel syndrome: a Bayesian re-estimation approach2025 Expert Opinion on Drug Metabolism & Toxicology article Medicine Pharmaceutical studies and practices
Karolína Hronová, Irena Netíková, Eva Meisnerová, Frantisek J. Novak, Petr Kozlík, Olga Bartošová, +3 more
2citations -
Comparing Methods for Uncertainty Estimation of Paraganglioma Growth Predictions2026 Journal of Otorhinolaryngology Hearing and Balance Medicine article Medicine Adrenal and Paraganglionic Tumors Open access
E. M. C. Sijben, Vanessa Volz, Tanja Alderliesten, Peter A. N. Bosman, Berit M. Verbist, Erik Frans Hensen, +1 more
0citations -
The 2019 methane budget and uncertainties at 1° resolution and each country through Bayesian integration Of GOSAT total column methane data and a priori inventory estimates2022 Atmospheric chemistry and physics article Environmental Science Atmospheric and Environmental Gas Dynamics Open access
John R. Worden, Daniel Cusworth, Zhen Qu, Yi Yin, Yuzhong Zhang, A. Anthony Bloom, +7 more
86citations -
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 -
An efficient feature search approach for robust state of health estimation of Li-ion battery2025 Green Energy and Intelligent Transportation article Engineering Advanced Battery Technologies Research Open access
Huihui Yang, Yingze Yang, Heng Li, Yuan Chen, Chaolong Zhang, Longxing Wu, +1 more
12citations