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Predicting the maximum dry density and optimum moisture content from soil index properties using efficient soft computing techniques
This study aims to achieve the densest possible state of soil for constructing dams and
roads. This requires assessing the compaction characteristics, Optimum Moisture Content …
roads. This requires assessing the compaction characteristics, Optimum Moisture Content …
[HTML][HTML] Evaluation of multiple linear regression and machine learning approaches to predict soil compaction and shear stress based on electrical parameters
This study investigated the relationships between the electrical and selected mechanical
properties of soil. The analyses focused on comparing various modeling relationships under …
properties of soil. The analyses focused on comparing various modeling relationships under …
Surrogate models to predict maximum dry unit weight, optimum moisture content and California bearing ratio form grain size distribution curve
This study evaluates the applicability of using a robust, novel, data-driven method in
proposing surrogate models to predict the maximum dry unit weight, optimum moisture …
proposing surrogate models to predict the maximum dry unit weight, optimum moisture …
Utilizing multivariable mathematical models to predict maximum dry density and optimum moisture content from physical soil properties
HF Hama Ali - Multiscale and Multidisciplinary Modeling, Experiments …, 2023 - Springer
Compacting soil is crucial in almost every earthwork project to achieve the densest possible
state. The compaction characteristics of soil, such as Optimum Moisture Content (OMC) and …
state. The compaction characteristics of soil, such as Optimum Moisture Content (OMC) and …
[PDF][PDF] Soft computing models to predict the compaction characteristics from physical soil properties
HFH Ali - Eng Technol J, 2023 - iasj.net
Soil compaction is a crucial component of the construction process in geotechnical
engineering since most of the structures, and earth-retaining structures are supported by the …
engineering since most of the structures, and earth-retaining structures are supported by the …
The use of polyurethane foam-sand mixtures in sandy embankment design-predicting seismic response using FEM, catastrophe theory, B-spline method, and artificial …
O Mughieda, A Namdar, W Nie - Heliyon, 2024 - cell.com
High-permeability sand cannot control the water that is stored behind an embankment. In
addition, if clay cannot be provided within a reasonable distance of the embankment …
addition, if clay cannot be provided within a reasonable distance of the embankment …
An XGBOOST predictive model of void ratio in sandy soils with shear-wave velocity as major input
Y Huang, Y Wang, P Wang, Y Lai - Transportation Geotechnics, 2023 - Elsevier
Void ratio is a critical soil characteristic directly describing the degree of sand compaction.
Though several empirical models for void ratio prediction were available in the literature, the …
Though several empirical models for void ratio prediction were available in the literature, the …
Predicting the compaction parameters of solidified dredged fine sediments with statistical approach
The compaction behavior of solidified dredged fine sediments is an important parameter for
recycling dredged fine sediments in road engineering. However, the Proctor compaction test …
recycling dredged fine sediments in road engineering. However, the Proctor compaction test …
Shrinkage limit multi-AI-based predictive models for sustainable utilization of activated rice husk ash for treating expansive pavement subgrade
Swell-shrink phenomenon experienced by foundation soils like the subgrade layer is a
major cause of failures in pavement facilities. This phenomenon is fundamentally caused by …
major cause of failures in pavement facilities. This phenomenon is fundamentally caused by …
The displacement mechanism of the cracked rock–a seismic design and prediction study using XFEM and ANNs
Materials with sufficient strength and stiffness can transfer nonlinear design loads without
damage. The present study compares crack propagation speed and shape in rock-like …
damage. The present study compares crack propagation speed and shape in rock-like …