A review of vibration-based damage detection in civil structures: From traditional methods to Machine Learning and Deep Learning applications
Monitoring structural damage is extremely important for sustaining and preserving the
service life of civil structures. While successful monitoring provides resolute and staunch …
service life of civil structures. While successful monitoring provides resolute and staunch …
Error metrics and performance fitness indicators for artificial intelligence and machine learning in engineering and sciences
Artificial intelligence (AI) and Machine learning (ML) train machines to achieve a high level
of cognition and perform human-like analysis. Both AI and ML seemingly fit into our daily …
of cognition and perform human-like analysis. Both AI and ML seemingly fit into our daily …
Implementing ensemble learning methods to predict the shear strength of RC deep beams with/without web reinforcements
This paper presents a practical yet comprehensive implementation of the ensemble methods
for prediction of the shear strength for reinforced concrete deep beams with/without web …
for prediction of the shear strength for reinforced concrete deep beams with/without web …
Emerging artificial intelligence methods in structural engineering
H Salehi, R Burgueño - Engineering structures, 2018 - Elsevier
Artificial intelligence (AI) is proving to be an efficient alternative approach to classical
modeling techniques. AI refers to the branch of computer science that develops machines …
modeling techniques. AI refers to the branch of computer science that develops machines …
Failure mode classification and bearing capacity prediction for reinforced concrete columns based on ensemble machine learning algorithm
DC Feng, ZT Liu, XD Wang, ZM Jiang… - Advanced Engineering …, 2020 - Elsevier
Failure mode (FM) and bearing capacity of reinforced concrete (RC) columns are key
concerns in structural design and/or performance assessment procedures. The failure types …
concerns in structural design and/or performance assessment procedures. The failure types …
Computational design optimization of concrete mixtures: A review
MA DeRousseau, JR Kasprzyk, WV Srubar Iii - Cement and Concrete …, 2018 - Elsevier
A comprehensive review of optimization research concerning the design and proportioning
of concrete mixtures is presented herein. Mixture design optimization is motivated by an ever …
of concrete mixtures is presented herein. Mixture design optimization is motivated by an ever …
Artificial neural network based modelling approach for strength prediction of concrete incorporating agricultural and construction wastes
MA Getahun, SM Shitote, ZCA Gariy - Construction and Building Materials, 2018 - Elsevier
Construction debris and agricultural wastes are among the major environmental concerns in
the world. Construction debris consumes about 28% of the nation's landfill facilities. Over …
the world. Construction debris consumes about 28% of the nation's landfill facilities. Over …
Comparative analysis of various machine learning algorithms to predict strength properties of sustainable green concrete containing waste foundry sand
The use of waste foundry sand (WFS) in concrete production has gained attention as an eco-
friendly approach to waste reduction and enhancing cementitious materials. However …
friendly approach to waste reduction and enhancing cementitious materials. However …
State-of-the-art AI-based computational analysis in civil engineering
C Wang, L Song, Z Yuan, J Fan - Journal of Industrial Information …, 2023 - Elsevier
With the informatization of the building and infrastructure industry, conventional analysis
methods are gradually proving inadequate in meeting the demands of the new era, such as …
methods are gradually proving inadequate in meeting the demands of the new era, such as …
Development of novel design strength model for sustainable concrete columns: A new machine learning-based approach
Billions of tons of construction and demolition (C&D) waste generation is causing global
environmental crises. The application of C&D waste in concrete columns is a sustainable …
environmental crises. The application of C&D waste in concrete columns is a sustainable …