Data-driven modeling of mechanical properties of fiber-reinforced concrete: a critical review
Fiber-reinforced concrete (FRC) is extensively used in diverse structural engineering
applications, and its mechanical properties are crucial for designing and evaluating its …
applications, and its mechanical properties are crucial for designing and evaluating its …
Machine and deep learning methods for concrete strength Prediction: A bibliometric and content analysis review of research trends and future directions
This review paper provides a detailed evaluation of the existing landscape and future trends
in applying machine learning and deep learning approaches for predicting concrete strength …
in applying machine learning and deep learning approaches for predicting concrete strength …
Explainable ensemble learning data-driven modeling of mechanical properties of fiber-reinforced rubberized recycled aggregate concrete
Colossal amounts of construction and demolition waste (C&D) and waste tires have become
a considerable global environmental concern. To alleviate this issue, it is proposed to use …
a considerable global environmental concern. To alleviate this issue, it is proposed to use …
Multi-objective optimization of engineered cementitious composite based on machine learning and generative adversarial network
This study aims to establish a novel framework for mixture design optimization of engineered
cementitious composite (ECC) by first collecting two original datasets of ECC's tensile stress …
cementitious composite (ECC) by first collecting two original datasets of ECC's tensile stress …
Damage detection on steel-reinforced concrete produced by corrosion via YOLOv3: A detailed guide
JA Guzmán-Torres, FJ Domínguez-Mota… - Frontiers in Built …, 2023 - frontiersin.org
Damage assessment applied to reinforced concrete elements is one of the main activities of
infrastructure maintenance tasks. Among these elements, the problem of corrosion in …
infrastructure maintenance tasks. Among these elements, the problem of corrosion in …
[HTML][HTML] Explainable ensemble learning graphical user interface for predicting rebar bond strength and failure mode in recycled coarse aggregate concrete
Novel study deploys robust machine learning algorithms using newly built comprehensive
dataset to predict reinforcing rebar-to-recycled coarse aggregate concrete (RCA) bond …
dataset to predict reinforcing rebar-to-recycled coarse aggregate concrete (RCA) bond …
A machine learning approach to prediction of the compressive strength of segregated lightweight aggregate concretes using ultrasonic pulse velocity
V Migallón, H Penadés, J Penadés, AJ Tenza-Abril - Applied Sciences, 2023 - mdpi.com
Lightweight aggregate concrete (LWAC) is an increasingly important material for modern
construction. However, although it has several advantages compared with conventional …
construction. However, although it has several advantages compared with conventional …
Advancing Shear Capacity Estimation in Rectangular RC Beams: A Cutting-Edge Artificial Intelligence Approach for Assessing the Contribution of FRP
Shear strength prediction in FRP-bonded reinforced concrete beams is crucial for ensuring
structural integrity and safety. In this extensive investigation, advanced machine learning …
structural integrity and safety. In this extensive investigation, advanced machine learning …
Recent developments in pullout behaviors and tensile properties of ultra-high-performance concrete reinforced with steel fiber
H Wu, Z Zang, S Deng, A Shen, Y Cai, G Ren… - Archives of Civil and …, 2023 - Springer
Ultra-high-performance concrete (UHPC) has gained significant attention as a construction
material owing to its exceptional mechanical properties and durability. Steel fibers are …
material owing to its exceptional mechanical properties and durability. Steel fibers are …
3D DEWS digital parametric modeling and manufacturing for obtaining the post-cracking parameters of SFRC
TET Buttignol, AC dos Santos… - Construction and Building …, 2024 - Elsevier
A pullout analytical model is introduced to simulate the Double Edge Wedge Splitting
(DEWS) test to obtain the tensile post-peak response of steel fiber reinforced concretes. One …
(DEWS) test to obtain the tensile post-peak response of steel fiber reinforced concretes. One …