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Continuum Mechanics and Structures Division
Estimation of pile stiffness in non-homogeneous soils through Artificial Neural Networks

Estimation of pile stiffness in non-homogeneous soils through Artificial Neural Networks

This page contains a link to the best ensemble model as presented in:

This is an enssemble model of 20 artificial neural networks with 7 neurons in the input layer, 3 hidden layers with 145 neurons per hidden layer, and 4 neuron in the output layer.

Download source code

The Matlab code for running the model can be downloaded from this link, together with further information

Financing

This work has been developed with the support of research projects:

  • PID2020-120102RB-I00, funded by the Agencial Estatal de Investigación of Spain, MCIN/AEI/10.13039/501100011033.
Copyright and disclaimers:
This software is distributed following a CC BY-NC-ND 4.0 licence. It can not be used for any commercial applications and distributions without prior written permissions of the original authors. Proper acknowledgment should be given in publications resulting from the use of these software. There is no warranty, expressed or implied, for the use of these software. The authors are not responsible for any possible damages in using these software and no technical support is available to users of these software.