Chained machine learning model for predicting load capacity and ductility of steel fiber–reinforced concrete beams

T Shafighfard, F Kazemi, F Bagherzadeh… - … ‐Aided Civil and …, 2024 - Wiley Online Library
One of the main issues associated with steel fiber–reinforced concrete (SFRC) beams is the
ability to anticipate their flexural response. With a comprehensive grid search, several …

Eco-friendly design and sustainability assessments of fibre-reinforced high-strength concrete structures automated by data-driven machine learning models

X Qin, S Kaewunruen - Sustainability, 2023 - mdpi.com
In recent years, adding fibres into brittle concrete to improve ductility has gained momentum
in the construction industry. Despite the significant momentum, limitations do exist in design …

Experimental investigation on the effect of steel fibers on the flexural behavior and ductility of high‐strength concrete hollow beams

A Abbass, S Abid, M Özakça - Advances in Civil Engineering, 2019 - Wiley Online Library
In this study, an experimental work was directed toward comparing the flexural behavior of
solid and hollow steel fiber‐reinforced concrete beams. For this purpose, eight square cross …

Flexural response of hollow high strength concrete beams considering different size reductions

AA Abbass, SR Abid, FH Arna'ot, RA Al-Ameri… - Structures, 2020 - Elsevier
In this work, 14 reinforced concrete solid and hollow beams were tested under four-point
bending test to evaluate the flexural behavior of hollow concrete beams. The experimental …

Structural strengthening of reinforced concrete beams using ultra-high-performance concrete with various fiber volume fractions and layer thicknesses

DY Yoo, T Oh, J Choi, KH Min, HO Shin - Structures, 2024 - Elsevier
This study investigates the strengthening effect of reinforced concrete (RC) beams with ultra-
high-performance fiber-reinforced concrete (UHPFRC). To analyze the effects of steel fiber …

[HTML][HTML] An experimental study on the ductility and flexural toughness of ultrahigh-performance concrete beams subjected to bending

IH Yang, J Park, TQ Bui, KC Kim, C Joh, H Lee - Materials, 2020 - mdpi.com
Ultrahigh-performance concrete (UHPC) and high-strength concrete (HSC) are currently
widely used because of their distinct superior properties. Thus, a comprehensive …

[HTML][HTML] Structural benefits of using carbon nanotube reinforced high-strength lightweight concrete beams

SH Hong, JS Choi, SJ Yoo, YS Yoon - Developments in the Built …, 2023 - Elsevier
Recently interest in lightweight concrete (LWC) has increased for its cost effectiveness and
design reduction, however it has low resistance to external forces. Carbon nanotube (CNT) …

Predicting the moment resistance and localization strain of reinforced UHPFRC cross-sections subjected to bending

T Leutbecher, L Heck, K Metje, P Riedel - Engineering Structures, 2023 - Elsevier
The determination of the ultimate moment resistance of UHPFRC sections additionally
reinforced with reinforcing steel or prestressing requires addressing the failure mode “crack …

Reinforcing effect of CNT on the microstructure and creep properties of high-strength lightweight concrete

SH Hong, JS Choi, SJ Yoo, DY Yoo, YS Yoon - Construction and Building …, 2024 - Elsevier
Demand for precast high-strength lightweight concrete (HSLC) has recently increased for
cost benefits. This study aims to explore the reinforcing effect of carbon nanotube (CNT) on …

Influence of steel fibers on the static and blast response of beams built with high-strength concrete and high-strength reinforcement

Y Li, H Aoude - Engineering Structures, 2020 - Elsevier
This paper presents the results of a study examining the influence of steel fibers on the static
and blast performance of beams built with high-strength concrete (HSC) and high-strength …