Prediction of coefficient of consolidation in soil using machine learning techniques
Coefficient of consolidation in the soil is the significant engineering properties and an
important parameter for designing and auditing of geo-technical structures. Therefore, in this …
important parameter for designing and auditing of geo-technical structures. Therefore, in this …
Soft-computing techniques for prediction of soils consolidation coefficient
Coefficient of consolidation (Cv) is an important parameter in the designing of civil
engineering structures founded on soil. Determination of the Cv in the laboratory is beset …
engineering structures founded on soil. Determination of the Cv in the laboratory is beset …
Machine learning-based approach for predicting the consolidation characteristics of soft soil
In recent times, large-scale infrastructural projects are being constructed on varieties of soil,
especially in highly compressible marine clays and soft soil. The coefficient of consolidation …
especially in highly compressible marine clays and soft soil. The coefficient of consolidation …
[HTML][HTML] Development of an artificial intelligence approach for prediction of consolidation coefficient of soft soil: a sensitivity analysis
Background: Consolidation coefficient (Cv) is a key parameter to forecast consolidation
settlement of soft soil foundation as well as in treatment design of soft soil foundation …
settlement of soft soil foundation as well as in treatment design of soft soil foundation …
A novel artificial intelligence approach based on Multi-layer Perceptron Neural Network and Biogeography-based Optimization for predicting coefficient of …
Coefficient of consolidation (C v) is a measure of compressibility of soil. This coefficient is an
important parameter which is used in the design of foundation of civil engineering structures …
important parameter which is used in the design of foundation of civil engineering structures …
[HTML][HTML] Estimation of recompression coefficient of soil using a hybrid ANFIS-PSO machine learning model
Recompression coefficient (Cr) is= an essential parameter utilized to predict consolidation
settlement of over-consolidated soil. Thus, the main aim of this work was to estimate …
settlement of over-consolidated soil. Thus, the main aim of this work was to estimate …
[PDF][PDF] Using Artificial Neural Network (ANN) for prediction of soil
ABSTRACT Soil Coefficient of Consolidation (Cv) is a crucial mechanical parameter and
used to characterize whether the soil undergoes consolidation or compaction when …
used to characterize whether the soil undergoes consolidation or compaction when …
[PDF][PDF] Compression index and compression ratio prediction by artificial neural networks
AJ Al-Taie, AF Al-Bayati, ZNM Taki - Journal of Engineering, 2017 - iasj.net
Information about soil consolidation is essential in geotechnical design. Because of the time
and expense involved in performing consolidation tests, equations are required to estimate …
and expense involved in performing consolidation tests, equations are required to estimate …
[PDF][PDF] Prediction of soil's compaction parameter using artificial neural network
RZ Al-saffar, SI Khattab - Al-Rafidain Engineering Journal (AREJ), 2013 - iasj.net
This research tackles the feasibility of using Artificial Neural Networks to capture nonlinear
interactions between various soil parameters. In this study an attempt was conducted to …
interactions between various soil parameters. In this study an attempt was conducted to …
Consolidation assessment using multi expression programming
In this study, new approximate solutions for consolidation have been developed in order to
hasten the calculations. These solutions include two groups of equations, one can be used …
hasten the calculations. These solutions include two groups of equations, one can be used …