Support vector machines in structural engineering: a review

A Çevik, AE Kurtoğlu, M Bilgehan… - Journal of Civil …, 2015 - Taylor & Francis
Recent development in data processing systems had directed study and research of
engineering towards the creation of intelligent systems to evolve models for a wide range of …

[HTML][HTML] Punching shear strength and deformation for FRP-reinforced concrete slabs without shear reinforcements

A Deifalla - Case Studies in Construction Materials, 2022 - Elsevier
While very little is known about the punching shear behavior of Fiber Reinforced Polymer
(FRP)-reinforced concrete slabs; thus, very few design codes for this case are available …

Assessment of punching shear strength of FRP-RC slab-column connections using machine learning algorithms

GT Truong, HJ Hwang, CS Kim - Engineering Structures, 2022 - Elsevier
Recently, the use of fiber-reinforced polymer (FRP) bars replacing steel reinforcement has
been widely applied to overcome the corrosion issue, particularly concrete slab-column …

Evaluation of the strength of slab-column connections with FRPs using machine learning algorithms

NM Salem, A Deifalla - Polymers, 2022 - mdpi.com
Slab-column connections with FRPs fail suddenly without warning. Machine learning (ML)
models can model the behavior with high precision and reliability. Nineteen ML algorithms …

Interpretable machine learning models for punching shear strength estimation of FRP reinforced concrete slabs

Y Shen, J Sun, S Liang - Crystals, 2022 - mdpi.com
Fiber reinforced polymer (FRP) serves as a prospective alternative to reinforcement in
concrete slabs. However, similarly to traditional reinforced concrete slabs, FRP reinforced …

Estimating the punching shear capacities of concrete slabs reinforced by steel and FRP rebars with ANN-Based GUI toolbox

MN Nasab, H Jahangir, H Hasani, MH Majidi… - Structures, 2023 - Elsevier
In this paper, the punching shear capacity of reinforced concrete (RC) slabs reinforced by
steel and fibre-reinforced polymer (FRP) rebars jointed to circular, square, and rectangular …

Strengthening of slab–column connections against punching shear using FRP materials: state-of-the-art review

H Saleh, K Abdouka, R Al-Mahaidi… - Australian Journal of …, 2018 - Taylor & Francis
Many existing concrete slabs require strengthening in punching shear due to increased
loading, change in use, design defect and structural damage. Of the different retrofitting …

Punching-shear strength of normal and high-strength two-way concrete slabs reinforced with GFRP bars

M Hassan, E Ahmed, B Benmokrane - Journal of composites for …, 2013 - ascelibrary.org
This paper investigated the punching-shear behavior of two-way concrete slabs reinforced
with glass fiber–reinforced polymer (GFRP) bars of different grades. A total of 10 full-scale …

Punching shear strength of interior concrete slab-column connections reinforced with FRP flexural and shear reinforcement

GT Truong, KK Choi, CS Kim - Journal of Building Engineering, 2022 - Elsevier
To predict the punching shear strength of interior reinforced concrete (RC) slab-column
connections using fiber reinforced polymer (FRP) bars as flexural and shear reinforcement …

Punching shear strength of fiber-reinforced polymer concrete slabs: Database-driven assessment of parameters and prediction models

A Alateyat, R Awad, B Ibrahim, MT Junaid… - Engineering …, 2024 - Elsevier
This study examines the punching shear capacity of Fiber-Reinforced Polymer Concrete
Slabs (FRPCS). Utilizing a database of 272 experimental interior and edge column …