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Papers matching “Bayesian inference” 522

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Fast and robust Bayesian Inference using Gaussian Processes with GPry
2022 arXiv (Cornell University) preprint Computer Science Gaussian Processes and Bayesian Inference Open access

Jonas El Gammal, Nils Schöneberg, Jesús Torrado, Christian Fidler

1

citations
Fast and robust Bayesian inference using Gaussian processes with GPry
2023 Journal of Cosmology and Astroparticle Physics article Computer Science Gaussian Processes and Bayesian Inference Open access

Jonas El Gammal, Nils Schöneberg, Jesús Torrado, Christian Fidler

21

citations
Structure-exploiting uncertainty quantification and control : Bayesian inference and Itô SDE methods from MRI segmentation to autonomous sensing
2025 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Model Reduction and Neural Networks Open access

Felix Terhag

0

citations
Simulation-based inference for rapid Bayesian parameter estimation in epidemiological models: a comparison with MCMC
2026 arXiv (Cornell University) preprint Mathematics COVID-19 epidemiological studies Open access

Alina Bazarova, Johann F. Jadebeck, Henrik Zunker, Carolina J. Klett-Tammen, Torben Heinsohn, Wolfgang Wiechert, +2 more

0

citations
High-throughput parameter estimation from experimental data using Bayesian Inference with accelerated sampling
2026 npj Computational Materials article Engineering Perovskite Materials and Applications Open access

Basita Das, William Heymann, Yueming Wang, Uwe Rau, Thomas Kirchartz, Tonio Buonassisi

0

citations
Trans-dimensional Bayesian model averaging for 13C-metabolic flux analysis: evidence-based flux inference under structural model uncertainty
2026 Bioinformatics article Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access

Johann F. Jadebeck, Anton Stratmann, Martin Beyß, Katharina Nöh

0

citations
Using Statistical Emulation and Knowledge of Grain-surface Diffusion for Bayesian Inference of Reaction Rate Parameters: An Application to a Glycine Network
2022 The Astrophysical Journal article Physics and Astronomy Astrophysics and Star Formation Studies Open access

Johannes Heyl, Jonathan Holdship, S. Viti

6

citations
Exact Bayesian Inference for Loopy Probabilistic Programs using Generating Functions
2024 Proceedings of the ACM on Programming Languages article Computer Science Logic, programming, and type systems Open access

Lutz Klinkenberg, Mingshuai Chen, Darion Haase, Joost-Pieter Katoen

11

citations
Exact Bayesian Inference for Loopy Probabilistic Programs using Generating Functions
2023 arXiv (Cornell University) preprint Computer Science Topic Modeling Open access

Lutz Klinkenberg, Mingshuai Chen

1

citations
Exploiting Network Topology for Accelerated Bayesian Inference of Grain Surface Reaction Networks
2020 The Astrophysical Journal article Physics and Astronomy Astrophysics and Star Formation Studies Open access

Johannes Heyl, S. Viti, Jonathan Holdship, Stephen M. Feeney

10

citations
Bayesian Inference in Quantum Programs
2025 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Christina Gehnen, Dominique Unruh, Joost-Pieter Katoen

0

citations
Foundations of Bayesian Inference for Complex Statistical Models
2022 Oberwolfach Reports article Mathematics Markov Chains and Monte Carlo Methods

Richard Nickl, Judith Rousseau, Aad van der Vaart

1

citations
Bayesian inference-based wear prediction method for plain bearings under stationary mixed-friction conditions
2023 Friction article Engineering Tribology and Lubrication Engineering Open access

Florian König, Florian Wirsing, Georg Jacobs, Zhigang Tian, Ming Jian Zuo

14

citations
Predictive BIM with Integrated Bayesian Inference of Deterioration Models as a Four-Dimensional Decision Support Tool
2023 CivilEng article Engineering Concrete Corrosion and Durability Open access

Hendrik Morgenstern, Michael Raupach

8

citations
Revealing the Physical Conditions around Sgr A* Using Bayesian Inference. I. Observations and Radiative Transfer
2021 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

7

citations
Quantifying and reducing uncertainty in play mapping by using information entropy and Bayesian inference
2020 First Break article Engineering Reservoir Engineering and Simulation Methods

Benjamin Wendebourg, Florian Wellmann, Peter A. Kukla

1

citations
Robust Statistics vs. Machine Learning vs. Bayesian Inference: Insights into Handling Faulty GNSS Measurements in Field Robotics
2025 arXiv (Cornell University) preprint Computer Science Anomaly Detection Techniques and Applications Open access

Haoming Zhang

0

citations
Bayesian inference of 3D densities of galactic HI and H2
2023 International Cosmic Ray Conference (ICRC) conference-paper Physics and Astronomy Astrophysics and Star Formation Studies Open access

Laurin Söding, Philipp Mertsch, Vo Hong Minh Phan

0

citations
Reconstructing North Korea’s plutonium production history with Bayesian inference-based reprocessing waste analysis
2025 Nuclear Engineering and Technology article Engineering Nuclear reactor physics and engineering Open access

Benjamin Jung, Johannes Bosse, Malte Göttsche

0

citations
Efficient Inference in Bayesian Networks with Continuous Variables A Discretization and Knowledge Compilation Approach
2023 SSRN Electronic Journal preprint Computer Science Bayesian Modeling and Causal Inference Open access

Maarten Vonk, Sebastiaan Brand, Ninoslav Malekovic, Thomas Bäck, Alfons Laarman, Anna V. Kononova

2

citations
Advancing methodology in occupant-centric building science: uncovering the untapped potential of causal inference and Bayesian region of practical equivalence for multi-domain research
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Building Energy and Comfort Optimization Open access

0

citations
Bayesian inference of three-dimensional gas maps
2021 Astronomy and Astrophysics article Physics and Astronomy Astrophysics and Star Formation Studies Open access

Philipp Mertsch, Andrea Vittino

17

citations
Bayesian parameter inference and uncertainty-informed sensitivity analysis in a 0D cardiovascular model for intraoperative hypotension
2025 Computers in Biology and Medicine article Medicine Hemodynamic Monitoring and Therapy Open access

Jan‐Niklas Thiel, Marko Žličar, Ulrich Steinseifer, Borut Kirn, Michael Neidlin

1

citations
Trans-dimensional Bayesian model averaging for $^{13}$C-based metabolic flux analysis: Evidence-based flux inference under structural model uncertainty
2026 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

0

citations
Bayesian Inference by Symbolic Model Checking
2020 Lecture notes in computer science conference-paper Computer Science Bayesian Modeling and Causal Inference Open access

Bahare Salmani, Joost-Pieter Katoen

10

citations