Enhancing sustainability of corroded RC structures: Estimating steel-to-concrete bond strength with ANN and SVM algorithms
The bond strength between concrete and corroded steel reinforcement bar is one of the
main responsible factors that affect the ultimate load-carrying capacity of reinforced concrete …
main responsible factors that affect the ultimate load-carrying capacity of reinforced concrete …
Prediction of shear behavior of glass FRP bars-reinforced ultra-highperformance concrete I-shaped beams using machine learning
This study focuses on using various machine learning (ML) models to evaluate the shear
behaviors of ultra-high-performance concrete (UHPC) beams reinforced with glass fiber …
behaviors of ultra-high-performance concrete (UHPC) beams reinforced with glass fiber …
Ensemble-learning model based ultimate moment prediction of reinforced concrete members strengthened by UHPC
Data-driven model development brings new approaches to solve conventional civil
engineering problems, which are usually considered and answered by experimental …
engineering problems, which are usually considered and answered by experimental …
Local bond stress–slip relationship of ribbed reinforcing bars embedded in UHPC: Experiment, modeling, and verification
T Xu, X Bian, ZF Liu, J Yang, Z Zhang - Journal of Building Engineering, 2023 - Elsevier
This paper provides an experimental and analytical investigation on the bond behavior of
reinforcing bars embedded in ultra-high performance concrete (UHPC) via a series of …
reinforcing bars embedded in ultra-high performance concrete (UHPC) via a series of …
[HTML][HTML] Sensitivity and robustness analysis of adaptive neuro-fuzzy inference system (ANFIS) for shear strength prediction of stud connectors in concrete
The shear strength of stud connectors is essential for designing steel-concrete structures,
which is assessed only through a push-out test or available design codes. An alternative …
which is assessed only through a push-out test or available design codes. An alternative …
Ductility evaluation and flexural failure mode recognition of reinforced ultra-high performance concrete flexural members
Although ultra-high performance concrete (UHPC) exhibits material tensile ductility far in
excess of that expected from conventional or high-strength concretes, structural UHPC …
excess of that expected from conventional or high-strength concretes, structural UHPC …
Development and Performance Evaluation of UHPC and HPC Using Eco-Friendly Additions as Substitute Cementitious Materials with Low Cost
Ultra-high-performance concrete (UHPC) and high-performance concrete (HPC) are widely
used in construction engineering applications. The quality and economy of this type of …
used in construction engineering applications. The quality and economy of this type of …
Prediction of chloride diffusion coefficient in concrete modified with supplementary cementitious materials using machine learning algorithms
AF Al Fuhaid, H Alanazi - Materials, 2023 - mdpi.com
The chloride diffusion coefficient (Dcl) is one of the most important characteristics of concrete
durability. This study aimed to develop a prediction model for the Dcl of concrete …
durability. This study aimed to develop a prediction model for the Dcl of concrete …
A transfer learning-based approach to fatigue life prediction of corroded bimetallic steel bars using small samples
L Xiao, X Xue, N Wang, Q Ren, J Hua… - Construction and Building …, 2023 - Elsevier
The low-cycle fatigue life of reinforced steel bars is usually determined by time-consuming
tests. To investigate the fatigue behaviour of corroded steel bars, corrosion tests need to be …
tests. To investigate the fatigue behaviour of corroded steel bars, corrosion tests need to be …
Effects of bond-slip on flexural behavior of reinforced nano-material modified UHPC beams: Experimental and numerical investigation
A series of central pull-out tests were carried out to assess the bond performance between
steel bar and nano-material modified ultra-high performance concrete (nano-UHPC). The …
steel bar and nano-material modified ultra-high performance concrete (nano-UHPC). The …