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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 -
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 -
The Anatomy of an Unusual Edge-on Protoplanetary Disk. I. Dust Settling in a Cold Disk2021 The Astronomical Journal article Physics and Astronomy Astrophysics and Star Formation Studies Open access
Schuyler Grace Wolff, Gaspard Duchêne, Karl R. Stapelfeldt, F. Ménard, Christian Flores, Deborah L. Padgett, +4 more
26citations -
Probabilistic and progressive deblended far-infrared and sub-millimetre point source catalogues2024 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Lingyu Wang, Antonio La Marca, Fangyou Gao, William Pearson, Berta Margalef-Bentabol, M. Béthermin, +9 more
9citations -
Comprehensive Pathophysiology Repository for PBPK Modeling in Liver Cirrhosis: Quantifying Continuous Disease Progression and Population Variability2026 CPT Pharmacometrics & Systems Pharmacology article Medicine Liver Disease and Transplantation Open access
Annika R. P. Schneider, Vanessa Baier, Jan‐Frederik Schlender, Lars Kuepfer
3citations
25 results