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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 -
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
90citations -
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 -
Scalable Method for Bayesian Experimental Design without Integrating over Posterior Distribution2025 SIAM/ASA Journal on Uncertainty Quantification article Decision Sciences Optimal Experimental Design Methods Open access
Truong‐Vinh Hoang, Luis Espath, Sebastian Krumscheid, Raul F. Tempone
0citations -
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 -
A Bayesian framework for deriving sector-based methane emissions from top-down fluxes2021 Communications Earth & Environment article Environmental Science Atmospheric and Environmental Gas Dynamics Open access
Daniel Cusworth, A. Anthony Bloom, Shuang Ma, Charles E. Miller, K. W. Bowman, Yi Yin, +6 more
44citations -
Diagnostic accuracy of plasma cell-free DNA qPCR for Schistosoma haematobium assessed by Bayesian latent class analysis in a cohort of pregnant women from Lambaréné, Gabon2026 Infectious Diseases of Poverty article Immunology and Microbiology Parasites and Host Interactions Open access
Youssef Hamway, Theresa Josten, Sherif Abdellatif, Piyas Mukherjee, Julia Schluckebier, Sèyigbéna P. Déo‐Gracias Berry, +12 more
0citations -
Rethinking 13C-metabolic flux analysis – The Bayesian way of flux inference2024 Metabolic Engineering article Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access
Axel Theorell, Johann F. Jadebeck, Wolfgang Wiechert, Johnjoe McFadden, Katharina Nöh
7citations