Flexural strength prediction of concrete beams reinforced with hybrid FRP and steel bars based on machine learning
T Zhang, D Gao, C Xue - Structures, 2024 - Elsevier
In the past decade, hybrid fiber-reinforced polymer (FRP) and steel reinforced concrete
(hybrid FRP-steel RC) beams have attracted significant interest due to their relatively …
(hybrid FRP-steel RC) beams have attracted significant interest due to their relatively …
Machine Learning Models for Predicting Flexural Behavior of FRP-Strengthened RC Beams
NH Askander - Passer Journal of Basic and Applied …, 2024 - passer.garmian.edu.krd
This study's objective is to overcome limitations in current design recommendations by
exploring the application of machine learning to predict the flexural behavior of fiber …
exploring the application of machine learning to predict the flexural behavior of fiber …
[HTML][HTML] Intelligent prediction modeling for flexural capacity of FRP-strengthened reinforced concrete beams using machine learning algorithms
Fiber-reinforced polymers (FRP) are widely utilized to improve the efficiency and durability of
concrete structures, either through external bonding or internal reinforcement. However, the …
concrete structures, either through external bonding or internal reinforcement. However, the …
Performance of different machine learning techniques in predicting the flexural capacity of concrete beams reinforced with FRP rods
C Ngamkhanong, S Alzabeebee… - Asian Journal of Civil …, 2024 - Springer
Nowadays, fiber-reinforced polymer (FRP) rods have become an optional material for
reinforced concrete structures instead of steel. This material has high corrosion resistance …
reinforced concrete structures instead of steel. This material has high corrosion resistance …
Assessment of shear capacity of a FRP-reinforced concrete beam without stirrup: A machine learning approach
P Kumar, HC Arora, A Kumar - Artificial Intelligence Applications for …, 2024 - Elsevier
Fiber-reinforced polymer (FRP) bars have become increasingly popular as a construction
material due to their versatility in constructing various components such as beams and …
material due to their versatility in constructing various components such as beams and …
[HTML][HTML] FAI: Fast, accurate, and intelligent approach and prediction tool for flexural capacity of FRP-RC beams based on super-learner machine learning model
Fiber-reinforced polymer (FRP) composites have recently been considered in the field of
structural engineering as one of the best alternatives to conventional steel reinforcement …
structural engineering as one of the best alternatives to conventional steel reinforcement …
Flexural strength prediction for concrete beams reinforced with FRP bars using gene expression programming
Y Murad, A Tarawneh, F Arar, A Al-Zu'bi, A Al-Ghwairi… - Structures, 2021 - Elsevier
FRP bars have been recently used as an alternative to the traditional steel bars in
construction, especially in harsh environmental regions. Gene expression programming …
construction, especially in harsh environmental regions. Gene expression programming …
Flexural capacity estimation of FRP reinforced T-shaped concrete beams via soft computing techniques
This paper discusses a framework for predicting the flexural strength of prestressed and non-
prestressed FRP reinforced T-shaped concrete beams using soft computing techniques. An …
prestressed FRP reinforced T-shaped concrete beams using soft computing techniques. An …
Data-driven prediction of FRP strengthened reinforced concrete beam capacity based on interpretable ensemble learning algorithms
SY Zhang, SZ Chen, X Jiang, WS Han - Structures, 2022 - Elsevier
Fiber-reinforced polymer (FRP) materials are one of the commonly used materials for
strengthening aged reinforced concrete (RC) beams. However, it is still challenging to …
strengthening aged reinforced concrete (RC) beams. However, it is still challenging to …
[PDF][PDF] Predictive model for the shear strength of concrete beams reinforced with longitudinal FRP bars
Corrosion of steel reinforcement is considered as the main cause of concrete structures
deterioration, especially those under humid environmental conditions. Hence, fiber …
deterioration, especially those under humid environmental conditions. Hence, fiber …
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