Machine learning-based methods in structural reliability analysis: A review

SS Afshari, F Enayatollahi, X Xu, X Liang - Reliability Engineering & System …, 2022 - Elsevier
Structural Reliability analysis (SRA) is one of the prominent fields in civil and mechanical
engineering. However, an accurate SRA in most cases deals with complex and costly …

Random field modelling of spatial variability in concrete–a review

W Botte, E Vereecken, R Caspeele - Structure and Infrastructure …, 2023 - Taylor & Francis
Concrete is a heterogeneous material, consisting of different constituents such as
aggregates of different sizes and cement paste. Due to the heterogeneity of the concrete, its …

Reliability analysis and updating of deteriorating systems with dynamic Bayesian networks

J Luque, D Straub - Structural Safety, 2016 - Elsevier
To estimate and update the reliability of deteriorating structural systems with inspection and
monitoring results, we develop a modeling and computational framework based on dynamic …

Reliability analysis and updating of deteriorating systems with subset simulation

R Schneider, S Thöns, D Straub - Structural Safety, 2017 - Elsevier
An efficient approach to reliability analysis of deteriorating structural systems is presented,
which considers stochastic dependence among element deterioration. Information on a …

Fatigue damage assessment of orthotropic steel deck using dynamic Bayesian networks

J Zhu, W Zhang, X Li - International Journal of Fatigue, 2019 - Elsevier
Current health monitoring of orthotropic steel deck (OSD) subjected to fatigue damage
mainly relies on deterministic physical models and the field measurements through …

The effect of interference of corrosion pits on the failure probability of a reinforced concrete beam

MM Kioumarsi, MAN Hendriks, J Kohler… - Engineering Structures, 2016 - Elsevier
Assuming given corrosion states this paper studies the effect of interference of corrosion pits
on adjacent rebars on the probability of bending failure of a corroded reinforced concrete …

[HTML][HTML] On information value and decision analyses

S Thöns, C Caprani, MH Faber, DM Frangopol… - Structural Safety, 2025 - Elsevier
This paper addresses value of information, structural health information, and decision
analyses in built environment engineering. Decision analyses are used for the joint …

Bayesian decision analysis for the optimization of inspection and repair of spatially degrading concrete structures

E Vereecken, W Botte, G Lombaert, R Caspeele - Engineering Structures, 2020 - Elsevier
Pre-posterior analyses can be used to determine the value of information (VoI) of inspection
strategies. As such, decisions can be made on whether or not it is relevant to perform …

Uncertainty in building inspection and diagnosis: A probabilistic model quantification

C Pereira, A Silva, C Ferreira, J de Brito, I Flores-Colen… - Infrastructures, 2021 - mdpi.com
In the field of building inspection and diagnosis, uncertainty is common and surveyors are
aware of it, although it is not easily measured. This research proposes a model to quantify …

Detection and quantitative evaluation of elastic stress state of reinforcements in RC beams based on magnetic signal characteristics

Y Qu, H Zhang, J Zhou, K Tong, R Zhao… - Construction and Building …, 2022 - Elsevier
This study developed a method for detection and quantitative evaluation of the elastic stress
of the reinforcement in reinforced concrete (RC) beams. By combining the minimum energy …