Influence of fibers on fresh and hardened properties of Ultra High Performance Concrete (UHPC)—A review

D Ravichandran, PR Prem, SK Kaliyavaradhan… - Journal of Building …, 2022 - Elsevier
Abstract Ultra High Performance Concrete (UHPC) is one of the recently emerging
technologies in the construction industry. The strain hardening behavior, ductility, and …

Data-driven shear strength prediction of steel fiber reinforced concrete beams using machine learning approach

J Rahman, KS Ahmed, NI Khan, K Islam… - Engineering …, 2021 - Elsevier
The incorporation of steel fibers in a concrete mix enhances the shear capacity of reinforced
concrete beams and a comprehensive understanding of this phenomenon is imperative to …

Machine learning framework for predicting failure mode and shear capacity of ultra high performance concrete beams

R Solhmirzaei, H Salehi, V Kodur, MZ Naser - Engineering structures, 2020 - Elsevier
This paper presents a data-driven machine learning (ML) framework for predicting failure
mode and shear capacity of Ultra High Performance Concrete (UHPC) beams. To this end, a …

Prediction of shear strength in UHPC beams using machine learning-based models and SHAP interpretation

M Ye, L Li, DY Yoo, H Li, C Zhou, X Shao - Construction and Building …, 2023 - Elsevier
To provide more accurate and reliable predictions of the shear strength of ultrahigh-
performance concrete (UHPC) beams, in this study, the machine learning (ML) approaches …

Mechanical properties tests and multiscale numerical simulations for basalt fiber reinforced concrete

X Sun, Z Gao, P Cao, C Zhou - Construction and building materials, 2019 - Elsevier
Basalt fiber reinforced concrete (BFRC) can be regarded as a composite of cement mortar,
aggregate and basalt fiber. In this paper, the influences of the basalt fiber's length and …

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 …

Impact of UHPC tensile behavior on steel reinforced UHPC flexural behavior

Y Shao, SL Billington - Journal of Structural Engineering, 2022 - ascelibrary.org
Ultrahigh-performance concrete (UHPC) typically contains short steel fibers with a fiber
volume of 2% or larger. This relatively high fiber volume leads to high UHPC tensile …

Computational hybrid machine learning based prediction of shear capacity for steel fiber reinforced concrete beams

HB Ly, TT Le, HLT Vu, VQ Tran, LM Le, BT Pham - Sustainability, 2020 - mdpi.com
Understanding shear behavior is crucial for the design of reinforced concrete beams and
sustainability in construction and civil engineering. Although numerous studies have been …

Experimental studies on shear behavior of steel-UHPC composite beam with hot rolled shape steel

X Zhao, X Shao, J Cao, Z Shao, R Ying-Li - Engineering Structures, 2023 - Elsevier
The present study reported the findings of an experimental investigation of steel-ultrahigh
performance concrete (UHPC) composite beams with hot rolled shape steel (HRSS). In …

Shear behavior of ultrahigh-performance concrete pretensioned bridge girders

RG El-Helou, BA Graybeal - Journal of Structural Engineering, 2022 - ascelibrary.org
Because of their tensile strain-hardening characteristics, ultrahigh-performance concrete
(UHPC) materials offer significant advantages in terms of beam shear capacity and …