Optimized artificial neural network model for accurate prediction of compressive strength of normal and high strength concrete

Optimized artificial neural network model for accurate prediction of compressive strength of normal and high strength concrete

This study develops and presents an Artificial Neural Network (ANN) model employing the Levenberg-Marquardt Backpropagation (LMBP) training algorithm to predict the compressive strength of both normal and high strength concrete. The model's robustness was evaluated using an extensive dataset co...

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Bibliographic Details
Main Authors: Arslan Qayyum Khan, Hasnain Ahmad Awan, Mehboob Rasul, Zahid Ahmad Siddiqi, Amorn Pimanmas
Format: Article
Language:English
Published: Elsevier 2023-12-01
Series:Cleaner Materials
Subjects:
Artificial neural network (ANN)
K-fold cross-validation
Compressive strength
Prediction model
Mix proportioning of concrete
Online Access:http://www.sciencedirect.com/science/article/pii/S2772397623000448

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