Prediction of fine-grained soils shrinkage limits using artificial neural networks

E Alotaibi, M Omar, MG Arab… - 2022 Advances in …, 2022 - ieeexplore.ieee.org
Shrinkage limit can be used to estimate other critical factors such as shrinkage ratio,
shrinkage index and volumetric shrinkage. Experimental determination of shrinkage limit …

Shrink–swell index prediction through deep learning

B Teodosio, PLP Wasantha, E Yaghoubi… - Neural Computing and …, 2023 - Springer
Growing application of artificial intelligence in geotechnical engineering has been observed;
however, its ability to predict the properties and nonlinear behaviour of reactive soil is …

Application of artificial intelligence for prediction of swelling potential of clay-rich soils

B Ermias, V Vishal - Geotechnical and Geological Engineering, 2020 - Springer
Susceptibility of fine grained soils to swelling and shrinkage problems is crucial for safe
design of infrastructure, construction and maintenance. However, quantification of soil …

Artificial neural networks: a solution to the ambiguity in prediction of engineering properties of fine-grained soils

VK Varghese, SS Babu, R Bijukumar, S Cyrus… - Geotechnical and …, 2013 - Springer
Determination of soaked california bearing ratio (CBR) and compaction characteristics of
soils in the laboratory require considerable time and effort. To make a preliminary …

Soft computing of the recompression index of fine-grained soils

S Alzabeebee, YM Alshkane, AJ Al-Taie, KA Rashed - Soft Computing, 2021 - Springer
Consolidation settlement is a phenomenon happens in saturated fine-grained soils when
subjected to change in effective stress. Consolidation settlement is often determined using …

Predicting compaction characteristics of fine-grained soils in terms of Atterberg limits

A Saikia, D Baruah, K Das, HJ Rabha, A Dutta… - International Journal of …, 2017 - Springer
This study presents a set of regression models for predicting maximum dry unit weight (γ _
dmax)(γ dmax) and optimum moisture content (OMC) of fine-grained soils in terms of their …

A generalized relationship for determination of tensile strength of fine-grained soils from shrinkage characteristics

KV Uday, PNV Jayanthi, DN Singh - Drying Technology, 2014 - Taylor & Francis
Tensile strength of fine-grained soils has been extensively investigated by earlier
researchers and several methodologies have been evolved for its determination. However …

[PDF][PDF] Modelling shrinkage behaviour of soft soils

M Wijaya, EC Leong - Proceedings of softsoils 2014, 2014 - researchgate.net
Soft soils especially those which contain montmorillonite are susceptible to excessive
shrinkage and swelling. Shrinkage curve has often been used to model and predict the …

Use of a 3D scanner for shrinkage curve tests

JM Wong, D Elwood, DG Fredlund - 2018 - tspace.library.utoronto.ca
A procedure is proposed for conducting shrinkage limit tests using a 3D scanner. Shrinkage
limit tests were conducted on 13 different soils of various plasticity. Shrinkage curves for …

Advanced mathematical models to predict the compaction properties of coarse-grained soils from various physical properties

M Omar, A Shanableh, M Arab, K Hamad… - Geotechnical and …, 2018 - Springer
An essential task in the process of construction is the determination of compaction properties
of soils. Many years of laboratory test experience strengthen our belief in the existence of …