Shear Strength Prediction Model of FRP Bar‐Reinforced Concrete Beams without Stirrups

D Gao, C Zhang - Mathematical problems in engineering, 2020 - Wiley Online Library
The shear strength prediction model for fiber‐reinforced polymer (FRP) bar‐reinforced
concrete beams without stirrups in ACI440. 1R‐2015 does not consider the “size effect” and …

Shear capacity prediction of FRP-RC beams using single and ensenble ExPlainable Machine learning models

TG Wakjira, A Al-Hamrani, U Ebead, W Alnahhal - Composite Structures, 2022 - Elsevier
Corrosion in steel reinforcement is a central issue behind the severe deterioration of existing
reinforced concrete (RC) structures. Nowadays, fiber-reinforced polymer (FRP) is …

Metabolism of the predominant human milk oligosaccharide fucosyllactose by an infant gut commensal

K James, F Bottacini, JIS Contreras, M Vigoureux… - Scientific reports, 2019 - nature.com
A number of bifidobacterial species are found at a particularly high prevalence and
abundance in faecal samples of healthy breastfed infants, a phenomenon that is believed to …

Bayesian optimization algorithm based support vector regression analysis for estimation of shear capacity of FRP reinforced concrete members

MS Alam, N Sultana, SMZ Hossain - Applied Soft Computing, 2021 - Elsevier
The use of fiber-reinforced polymer (FRP) rebars in lieu of steel rebars has led to some
deviations in the shear behavior of concrete members. Several methods have been …

[HTML][HTML] Prediction of shear strength of FRP reinforced beams with and without stirrups using (GP) technique

AM Ebid, A Deifalla - Ain Shams Engineering Journal, 2021 - Elsevier
Although, international codes such as (CSA-S806-12) and (ACI-440-15) proposed shear
design provisions for concrete beams reinforced with (FRP), many researchers are still …

Shear resistance prediction of concrete beams reinforced by FRP bars using artificial neural networks

H Naderpour, O Poursaeidi, M Ahmadi - Measurement, 2018 - Elsevier
In the past, remarkable behavior evaluations were carried out on concrete beams reinforced
with FRP bars in the longitudinal direction without shear reinforcement. The aim of this study …

Prediction of shear strength of FRP-reinforced concrete flexural members without stirrups using artificial neural networks

S Lee, C Lee - Engineering structures, 2014 - Elsevier
A theoretical model based on an artificial neural network (ANN) was presented for predicting
shear strength of slender fiber reinforced polymer (FRP) reinforced concrete flexural …

Shear behavior of basalt FRC beams reinforced with basalt FRP bars and glass FRP stirrups: Experimental and analytical investigations

A Al-Hamrani, W Alnahhal - Engineering Structures, 2021 - Elsevier
This study investigated the shear behavior of basalt fiber reinforced concrete (BFRC) beams
reinforced with basalt (B) and glass (G) fiber-reinforced polymers (FRP) bars and stirrups …

AI-based shear capacity of FRP-reinforced concrete deep beams without stirrups

M AlHamaydeh, G Markou, N Bakas… - Engineering …, 2022 - Elsevier
The presented work utilizes Artificial Intelligence (AI) algorithms, to model and interpret the
behavior of the fiber reinforced polymer (FRP)-reinforced concrete deep beams without …

Machine learning models development for shear strength prediction of reinforced concrete beam: a comparative study

ZM Yaseen - Scientific Reports, 2023 - nature.com
Fiber reinforced polymer (FPR) bars have been widely used as a substitutional material of
steel reinforcement in reinforced concrete elements in corrosion areas. Shear resistance of …