Ghent University Academic Bibliography

Journal Article
A1
open access

Efficient Bayesian model selection and calibration using field data for a reinforced concrete slab bridge

Eline Vereecken (UGent) , Arthur Slobbe, Arpad Rozsas, Wouter Botte (UGent) , Geert Lombaert and Robby Caspeele (UGent)

(2024) STRUCTURE AND INFRASTRUCTURE ENGINEERING. 20(5). p.741-759

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Journal Article
A1
open access

Estimation of the radial tungsten concentration profiles from soft X-ray measurements at WEST with Bayesian integrated data analysis

Hao Wu (UGent) , Axel Jardin, Didier Mazon and Geert Verdoolaege (UGent)

(2024) JOURNAL OF FUSION ENERGY. 43(1).

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Journal Article
A1
open access

Influence of modeling choices and prior information on the Bayesian assessment of a reinforced concrete bridge

Eline Vereecken (UGent) , Wouter Botte (UGent) , Geert Lombaert and Robby Caspeele (UGent)

(2024) STRUCTURAL CONCRETE. 25(3). p.1713-1734

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Bayesian soft X-ray tomography and tungsten impurity concentration estimation at WEST

Hao Wu (UGent) , Axel Jardin, Didier Mazon, Geert Verdoolaege (UGent) and WEST contributors

(2023) Proceedings of the 49th EPS Conference on Plasma Physics. In Europhysics conference abstracts 47A. p.1-4

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Integrated data analysis on the electron density profile of HL-2A with the Bayesian probability inference method

Jiahong Chen, Zhibin Wang, Tianbo Wang, Yonghao Yang, Hao Wu (UGent) , Yonggao Li, Guoliang Xiao, Geert Verdoolaege (UGent) , Didier Mazon, Zengchen Yang, et al.

(2023) PLASMA PHYSICS AND CONTROLLED FUSION. 65(5).

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Integrated data analysis on the electron temperature profile of HL-2A with the Bayesian probability inference method

Wenan Pan, Tianbo Wang, Zhibin Wang, Yonghao Yang, Hao Wu (UGent) , Geert Verdoolaege (UGent) , Zengchen Yang, Chunhua Liu, Wenping Guo, Bingli Li, et al.

(2022) PLASMA SCIENCE & TECHNOLOGY. 24(5).

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Bayesian fire load estimation based on the post-fire deflection measurement of a concrete slab

Balša Jovanović (UGent) , Ruben Van Coile (UGent) , Robby Caspeele (UGent) , E. R. Reynders and Geert Lombaert

(2022) ICOSSAR 2021 : the 13th International Conference on Structural Safety and Reliability, Proceedings.

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Journal Article
A1
open access

Aleatoric and epistemic uncertainty in machine learning : an introduction to concepts and methods

Eyke Huellermeier and Willem Waegeman (UGent)

(2021) MACHINE LEARNING. 110(3). p.457-506

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Robust probabilistic calibration of a stochastic lattice discrete particle model for concrete

Eliška Janouchová, Anna Kučerová, Jan Sýkora, Jan Vorel and Roman Wan-Wendner (UGent)

(2021) ENGINEERING STRUCTURES. 236.

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Model-based detection of whole-genome duplications in a phylogeny

Arthur Zwaenepoel and Yves Van de Peer (UGent)

(2020) MOLECULAR BIOLOGY AND EVOLUTION. 37(9). p.2734-2746

Academic Bibliography

Efficient Bayesian model selection and calibration using field data for a reinforced concrete slab bridge

Estimation of the radial tungsten concentration profiles from soft X-ray measurements at WEST with Bayesian integrated data analysis

Influence of modeling choices and prior information on the Bayesian assessment of a reinforced concrete bridge

Bayesian soft X-ray tomography and tungsten impurity concentration estimation at WEST

Integrated data analysis on the electron density profile of HL-2A with the Bayesian probability inference method

Integrated data analysis on the electron temperature profile of HL-2A with the Bayesian probability inference method

Bayesian fire load estimation based on the post-fire deflection measurement of a concrete slab

Aleatoric and epistemic uncertainty in machine learning : an introduction to concepts and methods

Robust probabilistic calibration of a stochastic lattice discrete particle model for concrete

Model-based detection of whole-genome duplications in a phylogeny

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