Prediction of mechanical properties of high‐performance concrete and ultrahigh‐performance concrete using soft computing techniques: A critical review

R Kumar, B Rai, P Samui - Structural Concrete, 2024 - Wiley Online Library
A cement‐based material that meets the general goals of mechanical properties, workability,
and durability as well as the ever‐increasing demands of environmental sustainability is …

Artificial intelligence techniques in advanced concrete technology: A comprehensive survey on 10 years research trend

R Kazemi - Engineering Reports, 2023 - Wiley Online Library
Advanced concrete technology is the science of efficient, cost‐effective, and safe design in
civil engineering projects. Engineers and concrete designers are generally faced with the …

Towards sustainable construction: Machine learning based predictive models for strength and durability characteristics of blended cement concrete

M Khan, MF Javed - Materials Today Communications, 2023 - Elsevier
Supplementary cementitious materials (SCMs) are widely utilized in concrete mixtures,
either substituting a part of the cement content or replacing a portion of clinker in cement …

[HTML][HTML] Prediction of pull-out behavior of timber glued-in glass fiber reinforced polymer and steel rods under various environmental conditions based on ANN and …

MM Taleshi, N Tajik, A Mahmoudian… - Case Studies in …, 2024 - Elsevier
This study employs soft computing techniques, including artificial neural network (ANN)
models and gene expression programming (GEP), to enhance the prediction of ultimate load …

High‐Performance Concrete Strength Prediction Based on Machine Learning

Y Liu - Computational Intelligence and Neuroscience, 2022 - Wiley Online Library
High‐performance concrete is a new high‐tech concrete, produced using conventional
materials and processes, with all the mechanical properties required for concrete structures …

Bond behavior between normal concrete and UHPC and PUC layers subjected to different loading conditions coupled with fracture analysis technique

A Al-shawafi, H Zhu, Z Bo, SI Haruna… - Journal of Building …, 2024 - Elsevier
Construction materials such as ultra-high-performance concrete (UHPC) and polyurethane-
based polymer concrete (PUC) are efficient repair materials for normal concrete (NC) …

Prediction of shear behavior of glass FRP bars-reinforced ultra-highperformance concrete I-shaped beams using machine learning

A Ahmed, MN Uddin, M Akbar, R Salih… - International Journal of …, 2024 - Springer
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 …

[HTML][HTML] Enhancing sustainability of corroded RC structures: Estimating steel-to-concrete bond strength with ANN and SVM algorithms

R Singh, HC Arora, A Bahrami, A Kumar, NR Kapoor… - Materials, 2022 - mdpi.com
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 …

Prediction and uncertainty quantification of ultimate bond strength between UHPC and reinforcing steel bar using a hybrid machine learning approach

AIB Farouk, J Zhu, J Ding, SI Haruna - Construction and Building Materials, 2022 - Elsevier
The composite action of the reinforcing bars in the UHPC involves complex and nonlinear
mechanisms. Inadequate knowledge of their interaction may lead to insufficient bond …

The influence of roughness and bond area size on bond shear performance between UHPC and normal strength concrete

J Lyu, S Feng, Q Zhang - Construction and Building Materials, 2024 - Elsevier
This study investigates bond shear strength and enhancement mechanism between ultra-
high performance concrete (UHPC) and normal strength concrete (NSC). A bi-surface shear …