[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 …
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 …
[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 …
Soft computing of the recompression index of fine-grained soils
Consolidation settlement is a phenomenon happens in saturated fine-grained soils when
subjected to change in effective stress. Consolidation settlement is often determined using …
subjected to change in effective stress. Consolidation settlement is often determined using …
Advanced soft computing techniques for predicting soil compression coefficient in engineering project: a comparative study
Heterogeneous nature of soil consists of various chemical and physical attributes that make
the prediction of soil parameters very tedious and challenging. Moreover, it becomes more …
the prediction of soil parameters very tedious and challenging. Moreover, it becomes more …
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 …
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 …
A comparative analysis of hybrid computational models constructed with swarm intelligence algorithms for estimating soil compression index
The determination of the compression index (Cc) of clay through oedometer tests is time-
consuming and expensive. To replace the practice of conducting laboratory oedometer tests …
consuming and expensive. To replace the practice of conducting laboratory oedometer tests …
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 …
[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 …