The use of feed-forward and cascade-forward neural networks to determine swelling potential of clayey soils

D Narmandakh, C Butscher, FD Ardejani… - Computers and …, 2023 - Elsevier
Clay soils can exhibit excessive swelling due to changes in water content. The clay swelling
threatens the long-term stability of structures and foundations, thus an accurate prediction of …

Modeling the effect of chemical additives on clay soil plasticity: novel analysis of oxide contributions in fly ash and cement treatments

HFH Ali, AS Mohammed - Modeling Earth Systems and Environment, 2024 - Springer
Soil comprises the five primary chemical oxides: silica, alumina, calcium, magnesia, and
ferric. The proportions of these oxides significantly influence the geotechnical characteristics …

AI-Based estimation of swelling stress for soils in South Africa

FI Aneke, KC Onyelowe, AM Ebid - Transportation Infrastructure …, 2024 - Springer
Soil swelling is one of the major causes of structural failure, due to excessive moisture
saturation and desaturation moisture. In situ measurement of swelling stress is somewhat …

[HTML][HTML] Prediction of swelling index using advanced machine learning techniques for cohesive soils

M Amin Benbouras, AI Petrisor - Applied Sciences, 2021 - mdpi.com
Several attempts have been made for estimating the vital swelling index parameter
conducted by the expensive and time-consuming Oedometer test. However, they have only …

Thermo–hydro–mechanical response of MSW in a modified large oedometer apparatus

M Khaleghi, M Karimpour-Fard… - International Journal …, 2023 - ascelibrary.org
Municipal solid waste (MSW) compressibility is normally a challenging task to study because
it is affected by several parameters that are not easy to simulate in the laboratory. Here, a …

Improving the geotechnical properties of high expansive clay using limestone powder

HH Ibrahim, YM Alshkane, YI Mawlood… - Innovative Infrastructure …, 2020 - Springer
Soils are the most used construction materials in engineering projects, such as
embankments, highways, and railways, in which huge amounts of soil are required …

Study on expansion characteristics and expansion potential of gypsum rock

J Fu, H Li, K Zhu, Y Chen, Z Lei - Geofluids, 2022 - Wiley Online Library
In this study, the relationship between four expansion indices and the expansion potential of
gypsum rock was studied; on this basis, a criterion for judging expansion potential is …

Predicting the chemical and mechanical properties of gypseous soils using different simulation technics

A Mohammed, RA Hummadi, YI Mawlood - Acta Geotechnica, 2022 - Springer
Gypseous soils are soils that contain sufficient quantities of gypsum that are considered
collapsible soil. The present study's objective is to predict the shear strength parameters (c …

Linear and nonlinear approaches and statistical evaluations to predict the shear strength parameters and collapse potential of gypseous soils

YI Mawlood - Arabian Journal of Geosciences, 2021 - Springer
Gypsum soils suffer from engineering problems of collapse, which occurs when an increase
in moisture causes significant soil deformation in the constructions. There is no sufficient …