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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 -
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 -
Revealing the Physical Conditions around Sgr A* Using Bayesian Inference. I. Observations and Radiative Transfer2021 The Astrophysical Journal article Physics and Astronomy Astrophysics and Star Formation Studies Open access
Tomas James, S. Viti, Farhad Yusef-Zadeh, M. Royster, M. Wardle
7citations -
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 -
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 -
Bayesian inference methodology for primordial power spectrum reconstructions from Large Scale Structure2024 Journal of Cosmology and Astroparticle Physics article Physics and Astronomy Cosmology and Gravitation Theories Open access
Guillermo Martínez-Somonte, Airam Marcos-Caballero, Enrique Martínez-González, G Cañas-Herrera
4citations -
Viscoplasticity model stochastic parameter identification: Multi-scale approach and Bayesian inference2022 HAL (Le Centre pour la Communication Scientifique Directe) article Decision Sciences Probabilistic and Robust Engineering Design
Cong-Uy Nguyen, Truong‐Vinh Hoang, Emina Hadžalić, Simona Dobrilla, Hermann Georg Matthies, Adnan Ibrahimbegović
0citations