A neural network method to evaluate consolidation coefficients

Many methods to calculate the consolidation coefficient of soil depend on judgment of testing curves of consolidation, and the calculation result is influenced by artificial factors. In this work, based on the main principle of back propagation neural network, a neural network model to determine the consolidation coefficient is established. The essence of the method is to simulate a serial of compression ratio and time factor curves because the neural network is able to process the nonlinear problems. It is demonstrated that this BP model has high precision and fast convergence. Such method avoids artificial influence factor successfully and is adapted to computer processing.

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Publication Details

Published
2026-02-04
DOI
https://doi.org/10.1201/9781003759539-115
Primary Topic
Advanced Computational Techniques and Applications
Type
article
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article

A neural network method to evaluate consolidation coefficients

Chao Guo, Yongxing Zhang, Xingrong Liu, Chen Jiangong
Advanced Computational Techniques and Applications
article

A neural network method to evaluate consolidation coefficients

Chao Guo, Yongxing Zhang, Xingrong Liu, Chen Jiangong
article en

Abstract

Many methods to calculate the consolidation coefficient of soil depend on judgment of testing curves of consolidation, and the calculation result is influenced by artificial factors. In this work, based on the main principle of back propagation neural network, a neural network model to determine the consolidation coefficient is established. The essence of the method is to simulate a serial of compression ratio and time factor curves because the neural network is able to process the nonlinear problems. It is demonstrated that this BP model has high precision and fast convergence. Such method avoids artificial influence factor successfully and is adapted to computer processing.

Chongqing University (CN)
Life in Land
Openalex Percentile: Top 100%
Advanced Computational Techniques and Applications
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