Papers matching “Bayesian parameter estimation” 102
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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 -
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 -
Accuracy in parameter estimation and simulation approaches for sample-size planning accounting for item effects2026 Behavior Research Methods article Mathematics Statistical Methods and Bayesian Inference Open access
Erin M. Buchanan, Mahmoud Medhat Elsherif, Jason Geller, Christopher L. Aberson, Necdet Gurkan, Ettore Ambrosini, +19 more
1citations -
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 -
KiDS + VIKING-450 cosmology with Bayesian hierarchical model redshift distributions2026 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Cosmology and Gravitation Theories Open access
George T. Kyriacou, Arrykrishna Mootoovaloo, Alan Heavens, Andrew H. Jaffe, Florent Leclercq, Konrad H. Kuijken
0citations -
A comparison of Bayesian sampling algorithms for high-dimensional particle physics and cosmology applications2025 Computer Physics Communications article Mathematics Markov Chains and Monte Carlo Methods Open access
Joshua G. Albert, Csaba Balázs, Andrew Fowlie, Will J. Handley, N. T. Hunt-Smith, Roberto Ruiz de Austri, +1 more
11citations -
Convolutional neural networks as an alternative to Bayesian retrievals for interpreting exoplanet transmission spectra2022 Astronomy and Astrophysics article Physics and Astronomy Stellar, planetary, and galactic studies Open access
Francisco Ardévol Martínez, Michiel Min, I. Kamp, Paul I. Palmer
32citations -
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 -
Matching Bayesian and frequentist coverage probabilities when using an approximate data covariance matrix2021 Monthly Notices of the Royal Astronomical Society article Mathematics Statistical Methods and Bayesian Inference Open access
Will J. Percival, Oliver Friedrich, Elena Sellentin, Alan Heavens
77citations