Rapid soil classification using artificial neural networks for use in constructing compressed earth blocks

2017 ◽  
Vol 138 ◽  
pp. 214-221 ◽  
Author(s):  
Jase D. Sitton ◽  
Yasha Zeinali ◽  
Brett A. Story
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Soil Classification ◽  
Compressed Earth Blocks ◽  
Earth Blocks ◽  
Artificial Neural

scholarly journals Artificial Neural Networks to Predict the Mechanical Properties of Natural Fibre-Reinforced Compressed Earth Blocks (CEBs)

Fibers ◽  
2021 ◽  
Vol 9 (12) ◽  
pp. 78
Author(s):  
Chiara Turco ◽  
Marco Francesco Funari ◽  
Elisabete Teixeira ◽  
Ricardo Mateus
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Correlation Coefficients ◽  
Natural Fibre ◽  
High Accuracy ◽  
Numerical Investigations ◽  
Compressed Earth Blocks ◽  
Earth Blocks ◽  
R Value ◽  
Artificial Neural

The purpose of this study is to explore Artificial Neural Networks (ANNs) to predict the compressive and tensile strengths of natural fibre-reinforced Compressed Earth Blocks (CEBs). To this end, a database was created by collecting data from the available literature. Data relating to 332 specimens (Database 1) were used for the prediction of the compressive strength (ANN1), and, due to the lack of some information, those relating to 130 specimens (Database 2) were used for the prediction of the tensile strength (ANN2). The developed tools showed high accuracy, i.e., correlation coefficients (R-value) equal to 0.97 for ANN1 and 0.91 for ANN2. Such promising results prompt their applicability for the design and orientation of experimental campaigns and support numerical investigations.

A Munsell colour-based approach for soil classification using Fuzzy Logic and Artificial Neural Networks

2020 ◽  
Vol 401 ◽  
pp. 38-54 ◽  
Author(s):  
M.C. Pegalajar ◽  
L.G.B. Ruiz ◽  
M. Sánchez-Marañón ◽  
L. Mansilla
Keyword(s):  
Neural Networks ◽  
Fuzzy Logic ◽  
Artificial Neural Networks ◽  
Soil Classification ◽  
Artificial Neural

FUTURE OF ARTIFICIAL NEURAL NETWORKS IN SPACE EXPLORATION AND SPACE ENGINEERING

2018 ◽  
pp. 6-11
Author(s):  
Kobiljon Kh. Zoidov ◽  
◽  
Svetlana V. Ponomareva ◽  
Daniel I. Serebryansky ◽  
◽  
...  
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Space Exploration ◽  
Artificial Neural

Bankruptcy Prediction Models: A Bet on Artificial Neural Networks

2012 ◽  
Vol 3 (2) ◽  
pp. 48-50
Author(s):  
Ana Isabel Velasco Fernández ◽  
◽  
Ricardo José Rejas Muslera ◽  
Juan Padilla Fernández-Vega ◽  
María Isabel Cepeda González
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Prediction Models ◽  
Bankruptcy Prediction ◽  
Artificial Neural
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