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Trans-dimensional Bayesian model averaging for $^{13}$C-based metabolic flux analysis: Evidence-based flux inference under structural model uncertainty2026 arXiv (Cornell University) preprint Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access
Johann F. Jadebeck, Anton Stratmann, Martin Beyß, Katharina Nöh
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 -
A self-supervised, physics-aware, Bayesian neural network architecture for modelling galaxy emission-line kinematics2021 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
James M Dawson, Timothy A. Davis, Edward L Gomez, Justus Schock
3citations -
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 -
Electric Machine Co-Optimization: System Design Process Using Bayesian Optimization and Nonlinear Model Predictive Control2024 SSRN Electronic Journal preprint Engineering Electric and Hybrid Vehicle Technologies Open access
Christoph Wellmann, Abdul Rahman Khaleel, Tobias Brinkmann, Alexander Wahl, Christian Monissen, Markus Eisenbarth, +1 more
0citations -
KiDS+VIKING-450 cosmology with Bayesian hierarchical model redshift distributions2026 arXiv (Cornell University) preprint Physics and Astronomy Cosmology and Gravitation Theories Open access
George T. Kyriacou, Arrykrishna Mootoovaloo, Alan F. Heavens, Andrew H. Jaffe, Florent Leclercq, Konrad H. Kuijken
0citations -
KiDS+VIKING-450 cosmology with Bayesian hierarchical model redshift distributions2026 arXiv (Cornell University) preprint Physics and Astronomy Cosmology and Gravitation Theories Open access
George T. Kyriacou, Arrykrishna Mootoovaloo, Alan F. Heavens, Andrew H. Jaffe, Florent Leclercq, Konrad H. Kuijken
0citations -
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 -
Bayesian galactic cartography via Gaussian processes: dark matter and interstellar gas : towards a new era of data-driven high-dimensional modelling in astrophysics0citations
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Surrogate-assisted Bayesian inference with ERT data for contaminant transport modelling in the subsurface2025 conference-abstract Earth and Planetary Sciences Geophysical and Geoelectrical Methods Open access
Maria Fernanda Morales Oreamuno, Nino Menzel, Sergey Oladyshkin, Florian Wagner, Wolfgang Nowak
0citations