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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 -
Fast and credible likelihood-free cosmology with truncated marginal neural ratio estimation2022 Journal of Cosmology and Astroparticle Physics article Mathematics Markov Chains and Monte Carlo Methods Open access
Alex Cole, B. Miller, Samuel J. Witte, Maxwell Xu Cai, Meiert W. Grootes, Francesco Nattino, +1 more
54citations -
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 -
Almanac: MCMC-based signal extraction of power spectra and maps on the sphere2023 The Open Journal of Astrophysics article Physics and Astronomy Cosmology and Gravitation Theories Open access
Elena Sellentin, Arthur Loureiro, L Whiteway, J. S. Lafaurie, S. T. Balan, Malak Olamaie, +2 more
8citations -
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 -
LeoTorreblanca/class_public_geo_lens: GEO Framework - CLASS Integration v1.0.02026 Zenodo (CERN European Organization for Nuclear Research) software Physics and Astronomy Cosmology and Gravitation Theories Open access
lesgourg, Thomas Tram, Maria Archidiacono, Benjamin Audren, Nils, Deanna C. Hooper, +10 more
0citations -
LeoTorreblanca/class_public_geo_lens: GEO Framework - CLASS Integration v1.0.02026 Zenodo (CERN European Organization for Nuclear Research) software Physics and Astronomy Cosmology and Gravitation Theories Open access
lesgourg, Thomas Tram, Maria Archidiacono, Benjamin Audren, Nils, Deanna C. Hooper, +10 more
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