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 …

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 …

[PDF][PDF] Application of artificial neural networks to predict the deflections of reinforced concrete beams

M Kaczmarek, A Szymańska - Studia Geotechnica et Mechanica, 2016 - sciendo.com
Nonlinear structural mechanics should be taken into account in the practical design of
reinforced concrete structures. Cracking is one of the major sources of nonlinearity …

Application of neural networks for estimation of concrete strength

JI Kim, DK Kim - KSCE Journal of Civil Engineering, 2002 - Springer
The compressive strength of concrete is mostly used criterion in producing concrete.
However, testing for compressive strength of concrete specimens is a complicated and time …

A neural network method for analysing concrete durability

N Ukrainczyk, V Ukrainczyk - Magazine of Concrete Research, 2008 - icevirtuallibrary.com
This paper describes the use of an artificial neural network (ANN) method for the analysis of
relationships between a number of input parameters and observed damage owing to …

Applying artificial neural networks in construction

A Doroshenko - E3S Web of Conferences, 2020 - e3s-conferences.org
Currently, artificial neural networks (ANN) are used to solve the following complex problems:
pattern recognition, speech recognition, complex forecasts and others. The main …

Artificial neural networks in civil engineering: another five years of research in Poland

Z Waszczyszyn - Computer Assisted Methods in Engineering and …, 2017 - cames.ippt.gov.pl
This state-of-the-art-paper is a resume of research activity of a non-formal Research Group
on Artificial Neural Networks (RGANN) applications in Civil Engineering (CE). RGANN has …

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 …

An overview current application of artificial neural network in concrete

SA Kudus, NM Bunnori, SR Basri… - Advanced Materials …, 2013 - Trans Tech Publ
This paper presents the overview of aArtificial Neural Network (ANN) in the scope of civil
engineering application. ANN is one of the artificial intelligence (AI) applications which are …

Neural network prognostic model for predicting the fire resistance of eccentrically loaded RC columns

M Lazarevska, M Cvetkovska, M Knežević… - Applied mechanics …, 2014 - Trans Tech Publ
Using the concept of the artificial neural networks and the results of the performed numerical
analyses as input parameters, the prediction model for defining the fire resistance of RC …