Predicting confinement effect of carbon fiber reinforced polymers on strength of concrete using metaheuristics-based artificial neural networks

S Wahab, M Suleiman, F Shabbir… - arxiv preprint arxiv …, 2023 - arxiv.org
This article deals with the study of predicting the confinement effect of carbon fiber reinforced
polymers (CFRPs) on concrete cylinder strength using metaheuristics-based artificial neural …

[HTML][HTML] Experimental and numerical investigation of construction defects in reinforced concrete corbels

F Shabbir, A Bahrami, I Ahmad… - Buildings, 2023 - mdpi.com
Reinforced concrete corbels were examined in this study for the cracking behavior and
strength evaluation, focusing on defects typically found in these structures. A total of 11 …

Evaluating the high-temperature endurance of FRP-strengthened concrete using an innovative insulation system: Experimental investigation

AC Altunişik, YE Akbulut, S Adanur, A Kaya… - Journal of Building …, 2023 - Elsevier
Extensive research on fiber-reinforced polymer (FRP) composites has led to the
presumption that this material is an effective solution for repairing and strengthening the …

Flexural behavior of fire-damaged concrete beams repaired with strain-hardening cementitious composite

X Li, X Lu, J Qi, Y Bao - Engineering Structures, 2022 - Elsevier
This study proposes a method to repair fire-damaged concrete beams using strain-
hardening cementitious composite (SHCC) and investigates their flexural behavior through …

Effects of low-cost repair techniques on restoration of mechanical properties of fire-damaged concrete

M Noman, M Yaqub, M Abid, MA Musarat… - Frontiers in …, 2022 - frontiersin.org
Researchers have conducted numerous investigations on various repair techniques to
restore the mechanical properties of fire-damaged concrete. However, most of the …

Restoration of dynamic characteristics of RC T-beams exposed to fire using post fire curing technique

M Noman, M Yaqub - Engineering Structures, 2021 - Elsevier
This paper presents experimental results of structural performance and dynamic
characteristics of fire-damaged reinforced concrete (RC) T-beams subsequently repaired …

Size-dependent model to predict the flexural strength of 3D printed engineered cementitious composites beams

J Yu, F Teng, J Ye, D Zhang, K Yu, J Yu, JG Dai… - … and Building Materials, 2025 - Elsevier
This study developed a size-dependent model to predict the flexural strength of 3D printed
engineered cementitious composites (ECC) beams with different beam spans. The …

Predicting the Residual Compressive Strength of Concrete Exposed to Elevated Temperatures Using Interpretable Machine Learning

M Noman, A Khattak, Z Alam, M Yaqub… - Practice Periodical on …, 2024 - ascelibrary.org
The accurate prediction of residual compressive strength (RCS) of concrete plays a critical
role in assessing concrete constructions' safety and structural integrity following exposure to …

[HTML][HTML] Dynamic characteristics of RC structures in short and long duration real fires

M Noman, M Yaqub, M Fahad, F Butt… - Case Studies in …, 2022 - Elsevier
The change in the dynamic behaviour of reinforced concrete (RC) structures after the fire
events is still an unsolved issue for research communities and regulatory authorities. To fill …

Rapid analysis of CFRP-reinforced concrete structures using artificial neural networks

NS Mahmoudabadi, CV Camp - Advanced optimization applications …, 2024 - igi-global.com
This study examines the vital role of artificial neural networks (ANNs) in predicting and
optimizing carbon fiber-reinforced polymer (CFRP) reinforced concrete structures. ANNs …