Applications of Artificial neural networks and machine learning in Civil Engineering

A Kaveh - Studies in computational intelligence, 2024 - Springer
In today's world, which has witnessed unprecedented advances in technology and computer
science, artificial intelligence has emerged as a top field captivating global attention. Often …

Application of artificial neural networks to determine concrete compressive strength based on non‐destructive tests

J Hoła, K Schabowicz - Journal of civil Engineering and …, 2005 - Taylor & Francis
The paper deals with the neural identification of the compressive strength of concrete on the
basis of non‐destructively determined parameters. Basic information on artificial neural …

Neural networks in structural engineering

RD Vanluchene, R Sun - Computer‐Aided Civil and …, 1990 - Wiley Online Library
In the past few years literature on computational civil engineering has concentrated primarily
on artificial intelligence (Al) applications involving expert system technology. This article …

Concrete compressive strength using artificial neural networks

PG Asteris, VG Mokos - Neural Computing and Applications, 2020 - Springer
The non-destructive testing of concrete structures with methods such as ultrasonic pulse
velocity and Schmidt rebound hammer test is of utmost technical importance. Non …

Application of artificial neural networks in civil engineering

M Lazarevska, M Knezevic, M Cvetkovska… - Tehnički …, 2014 - hrcak.srce.hr
Sažetak The application of artificial neural networks for solving complex civil engineering
problems is of huge importance for the construction design process. They can be …

Neural networks in civil engineering: 1989–2000

H Adeli - Computer‐Aided Civil and Infrastructure Engineering, 2001 - Wiley Online Library
The first journal article on neural network application in civil/structural engineering was
published by in this journal in 1989. This article reviews neural network articles published in …

Neural networks for predicting compressive strength of structural light weight concrete

MM Alshihri, AM Azmy, MS El-Bisy - Construction and Building Materials, 2009 - Elsevier
Neural networks procedures provide a reliant analysis in several science and technology
fields. Neural network is often applied to develop statistical models for intrinsically non-linear …

Neural networks applications in concrete structures

MNS Hadi - Computers & structures, 2003 - Elsevier
This paper presents and discusses the applications of neural networks in concrete
structures. It aims at introducing neural networks applications in structural design. The paper …

Buckling resistance prediction of high-strength steel columns using metaheuristic-trained artificial neural networks

A Kaveh, A Eskandari, M Movasat - Structures, 2023 - Elsevier
The buckling behavior of columns, as the most influential members regarding the stability of
structures, has been a long-standing field of interest. Moreover, due to the conservative …

Review on application of artificial intelligence in civil engineering

Y Huang, J Fu - Computer Modeling in Engineering & Sciences, 2019 - ingentaconnect.com
In last few years, big data and deep learning technologies have been successfully applied in
various fields of civil engineering with the great progress of machine learning techniques …