[HTML][HTML] Artificial intelligence and smart vision for building and construction 4.0: Machine and deep learning methods and applications
This article presents a state-of-the-art review of the applications of Artificial Intelligence (AI),
Machine Learning (ML), and Deep Learning (DL) in building and construction industry 4.0 in …
Machine Learning (ML), and Deep Learning (DL) in building and construction industry 4.0 in …
[HTML][HTML] Application of artificial intelligence in marine corrosion prediction and detection
One of the biggest problems the maritime industry is currently experiencing is corrosion,
resulting in short and long-term damages. Early prediction and proper corrosion monitoring …
resulting in short and long-term damages. Early prediction and proper corrosion monitoring …
Beyond the chloride threshold concept for predicting corrosion of steel in concrete
All existing models to forecast the corrosion performance of reinforced concrete structures
exposed to chloride environments are based on one common theoretical concept, namely, a …
exposed to chloride environments are based on one common theoretical concept, namely, a …
Vision-oriented machine learning-assisted seismic energy dissipation estimation for damaged RC beam-column connections
After a seismic event, damage quantification is necessary for safety evaluation, collapse
proximity judgment, and measurement of the residual seismic capacity of the joints. Machine …
proximity judgment, and measurement of the residual seismic capacity of the joints. Machine …
A novel combined experimental-machine learning approach to estimate the probabilistic capacity of RC beams with spatially correlated rebar corrosion in transverse …
S Srivaranun, M Akiyama, T Yamada… - Engineering …, 2023 - Elsevier
Chloride-induced corrosion of tensile rebars in reinforced concrete (RC) structures causes
cracking in the concrete surface along corroded rebars. The width of these cracks could …
cracking in the concrete surface along corroded rebars. The width of these cracks could …
Early predicting tribocorrosion rate of dental implant titanium materials using random forest machine learning models
Early detection and prediction of bio-tribocorrosion can avert unexpected damage that may
lead to secondary revision surgery and associated risks of implantable devices. Therefore …
lead to secondary revision surgery and associated risks of implantable devices. Therefore …
[HTML][HTML] Analysis of an empirical seismic fragility prediction model of wooden roof truss buildings
SQ Li - Case Studies in Construction Materials, 2022 - Elsevier
To explore the vulnerability of wood roof truss buildings (WRTBs) under earthquake action,
the empirical damage typical characteristics of 12,343.4× 10 4 m 2 and 21,490 buildings of …
the empirical damage typical characteristics of 12,343.4× 10 4 m 2 and 21,490 buildings of …
Multi-objective optimisation of in-service asphalt pavement maintenance schedule considering system reliability estimated via LSTM neural networks
This article presents a novel system reliability-based framework for multi-objective
optimisation of preventive maintenance (PM) management of in-service asphalt pavement …
optimisation of preventive maintenance (PM) management of in-service asphalt pavement …
Effect of the interaction of corrosion pits among multiple tensile rebars on the reliability of RC structures: Experimental and numerical investigation
The deterioration of reinforced concrete (RC) structures due to chloride-induced corrosion is
not spatially uniform because of the spatial variability related to material properties and …
not spatially uniform because of the spatial variability related to material properties and …
Random field-based reliability updating framework for existing RC structures incorporating the effect of spatial steel corrosion distribution
S Srivaranun, M Akiyama, K Masuda… - Structure and …, 2022 - Taylor & Francis
In recent years, interest in the effect of the spatial variability associated with steel corrosion
on the safety and reliability of reinforced concrete (RC) structures in harsh environments has …
on the safety and reliability of reinforced concrete (RC) structures in harsh environments has …