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 …

A Dynamic Bayesian Network framework for spatial deterioration modelling and reliability updating of timber structures subjected to decay

TB Tran, E Bastidas-Arteaga, Y Aoues - Engineering Structures, 2020 - Elsevier
Reliability assessment of existing timber structures subjected to deterioration processes is
an important task to evaluate their serviceability and safety levels. Towards this aim, data …

Notched-beam creep of Douglas fir and white fir in outdoor conditions: Experimental study

CFP Nziengui, RM Pitti, E Fournely, J Gril… - … and Building Materials, 2019 - Elsevier
The impact of variations of relative humidity, temperature and moisture content on the creep
of notched beams of Douglas fir and white fir are investigated. Indoor static 4-points bending …

Load-slip performance of timber-to-concrete connections with U-steel connectors under push-out test

J Cao, Y Liu, Y Wang, Y Zhang - Journal of Building Engineering, 2022 - Elsevier
Composite connections are key components that dissipate energy and provide ductility. This
work performed push-out tests on 20 specimens to elucidate their mechanical properties …

Mode I bearing capacity of notched timber beams: Reliable modeling techniques via VCCT for practical use

J Kunecký, V Štembera, G Hochreiner - Engineering Structures, 2024 - Elsevier
This study focuses on quantifying the impact of various factors on the numerical assessment
of notched timber beam bearing capacity using the VCCT technique. Considering mode I as …

Bayesian assessment of the effects of cyclic loads on the chloride ingress process into reinforced concrete

HM Imounga, E Bastidas-Arteaga, R Moutou Pitti… - Applied Sciences, 2020 - mdpi.com
Featured Applications (i) identification of the parameters of a chlorination model,(ii)
integrating data from experimental tests,(iii) lifetime assessment and maintenance planning …

Creep behaviour of timber structures in variable tropical climates: Application to Dacryodes buettneri and baillonella toxisperma species

NM Boussougou, CFP Nziengui, RM Pitti - Construction and Building …, 2022 - Elsevier
The present work deals with the beginning of the Eurocode 5 (EC5) generalization to
tropical hardwoods loaded in tropical environment. For three (3) years, creep tests were …

[PDF][PDF] Extracting structure of bayesian network from data in predicting the damage of prefabricated reinforced concrete buildings in mining areas

J Rusek, K Firek, L Słowik - Eksploatacja i Niezawodność, 2020 - bibliotekanauki.pl
This article presents the results of the research on the construction of a model for assessing
the risk of damage to building structures located in mining areas. The research was based …

Reliability Updating with a System Reliability Method Based on Adaptive Kriging

Y Liu, L Li, S Zhao - Journal of Engineering Mechanics, 2023 - ascelibrary.org
Reliability updating can improve the failure probability estimates of structural systems when
new observations are obtained. At present, an efficient reliability updating method is one that …

Spatial Variability of Ozigo Wood Beams under Long-Term Loadings in Various Environmental Exposures

V Nsouami, N Manfoumbi, R Moutou Pitti… - Sustainability, 2021 - mdpi.com
Timber is a renewable material that should be more used for sustainable construction. While
the mechanical behavior and durability of some species have been widely studied in the …