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Papers matching “Bayesian inference” 18

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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
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
Robust Statistics vs. Machine Learning vs. Bayesian Inference: Insights into Handling Faulty GNSS Measurements in Field Robotics
2025 arXiv (Cornell University) preprint Engineering Robotics and Sensor-Based Localization Open access

Haoming Zhang

0

citations
Using Fuel Cycle Simulators and Bayesian Inference in Nuclear Archaeology
2022 Transactions of the American Nuclear Society conference-paper Engineering Nuclear reactor physics and engineering

Max Schalz, Lewin Bormann, Malte Göttsche

0

citations
Uncertainty-aware point cloud segmentation for infrastructure projects using Bayesian deep learning
2024 Automation in Construction article Engineering Infrastructure Maintenance and Monitoring Open access

Hristo Vassilev Hristo Vassilev, Marius Laska, Jörg Blankenbach

42

citations
A Bayesian probabilistic approach for damage identification in plate structures using responses at vibration nodes
2020 Mechanical Systems and Signal Processing article Engineering Structural Health Monitoring Techniques

Tianxiang Huang, Kai‐Uwe Schröder

22

citations
A Bayesian approach to feedback control for hyperbolic balance laws
2026 International Journal of Control article Engineering Stability and Controllability of Differential Equations Open access

Markus Bambach, Shaoshuai Chu, Michaël Herty, Yunong Lin

0

citations
Model-driven software development and verification solutions for safety critical battery management systems : a quantitative evaluation of probabilistic inference & artificial intelligence methods
2020 RWTH Publications (RWTH Aachen) book Engineering Advanced Battery Technologies Research Open access

Christian Fleischer

0

citations
Vision-Conditioned Variational Bayesian Last Layer Dynamics Models
2026 arXiv (Cornell University) preprint Engineering Vehicle Dynamics and Control Systems Open access

Paul Brunzema, Thomas W. K. Lew, Ray Zirui Zhang, Takeru Shirasawa, John K. Subosits, Marcus Greiff

0

citations
A Bayesian Approach to Feedback Control for Hyperbolic Balance Laws
2026 arXiv (Cornell University) preprint Engineering Stability and Controllability of Differential Equations Open access

Markus Bambach, Shaoshuai Chu, Michaël Herty, Yunong Lin

0

citations
Towards inferring reactor operations from high-level waste
2024 Nuclear Engineering and Technology article Engineering Nuclear reactor physics and engineering Open access

Benjamin Jung, Antonio Figueroa, Malte Göttsche

1

citations
Automated geological model updates during TBM operation – An approach based on probabilistic machine learning concepts
2022 Geomechanics and Tunnelling article Engineering Tunneling and Rock Mechanics

Florian Wellmann, Florian Amann, Miguel de la Varga, Nils Chudalla

4

citations
A Fleet Monitoring Concept for Modular Exchangeable Hydrogen Tank Units
2026 e-Journal of Nondestructive Testing article Engineering Structural Health Monitoring Techniques Open access

T. Schalm, Tianxiang Huang, Linus Jacobsen, Kai‐Uwe Schröder, Karsten Schröder

0

citations
Effect of microstructural heterogeneity on fatigue strength predicted by reinforcement machine learning
2022 Fatigue & Fracture of Engineering Materials & Structures article Engineering Fatigue and fracture mechanics Open access

Mustafa Awd, Sebastian Münstermann, Frank Walther

22

citations
Bicyclus: A statistical fuel cycle simulation framework for nuclear verification
2023 Annals of Nuclear Energy article Engineering Nuclear reactor physics and engineering

Max Schalz, Lewin Bormann, Malte Göttsche

1

citations
MCMC-Based Probabilistic Damage Characterization for Plate Structures Using Responses at Vibration Nodes
2021 Lecture notes in civil engineering conference-paper Engineering Structural Health Monitoring Techniques

Tianxiang Huang, Chengrui Wan, Kai‐Uwe Schröder

1

citations
Causal cross-modal effects between odor and temperature on occupants’ perception in a single-person office environment
2026 Building and Environment article Engineering Building Energy and Comfort Optimization Open access

Jian Pan, Jens Bertram, Jens Rengelshausen, Thomas Kraus, Ardeshir Mahdavi, Irene Martínez-Muñoz, +6 more

0

citations

18 results