Prediction of ultimate bearing capacity of shallow foundations on cohesionless soil using hybrid lstm and rvm approaches: An extended investigation of …

J Khatti, KS Grover, HJ Kim, KBA Mawuntu… - Computers and …, 2024 - Elsevier
This research presents the optimum performance model for predicting the shallow
foundation ultimate bearing capacity (UBC). Twenty-one models are employed, trained …

Multivariate adaptive regression splines model for reinforced soil foundations

MNA Raja, SK Shukla - Geosynthetics International, 2021 - icevirtuallibrary.com
In this study, a multivariate adaptive regression splines (MARS) model has been developed
to predict the settlement of shallow reinforced sandy soil foundations (RSSFs). The potential …

A review of artificial intelligence applications in shallow foundations

MA Shahin - International Journal of Geotechnical Engineering, 2015 - Taylor & Francis
Geotechnical engineering deals with materials (eg soil and rock) that, by their very nature,
exhibit varied and uncertain behavior because of the imprecise physical processes …

An extreme learning machine model for geosynthetic-reinforced sandy soil foundations

MNA Raja, SK Shukla - Proceedings of the institution of civil …, 2022 - icevirtuallibrary.com
In the past, several experimental and theoretical studies have been carried out to evaluate
the ultimate bearing capacity (UBC) of geosynthetic-reinforced sandy soil foundations …

Prediction of California bearing ratio using soil index properties by regression and machine-learning techniques

MA Khasawneh, HI Al-Akhrass, SR Rabab'ah… - International Journal of …, 2024 - Springer
This study proposes regression and machine-learning techniques to develop a validated
model that predicts the California Bearing Ratio (CBR) values for subgrade soil using soil …

Bearing capacity estimation of ring footing on layered sand with geogrid at the interface using FELA and MARS

PP Das, VN Khatri, VQ Lai… - International Journal of …, 2023 - Springer
This research investigates the bearing capacity of a ring-shaped foundation on layered sand
reinforced with a geogrid at the interface. The study employed lower and upper-bound limit …

Ultimate bearing capacity of strip footing resting on soil bed strengthened by wraparound geosynthetic reinforcement technique

MNA Raja, SK Shukla - Geotextiles and Geomembranes, 2020 - Elsevier
In the recent past, the wraparound geosynthetic reinforcement technique has been
recommended for constructing the geosynthetic-reinforced soil foundations. This paper …

Harnessing nature-inspired soft computing for reinforced soil bearing capacity prediction: a neuro-nomograph approach for efficient design

M Omar, E Alotaibi, MG Arab, A Shanableh… - International Journal of …, 2023 - Springer
The bearing capacity of soil in general is considered a key parameter in the field of
geotechnical engineering, requiring field investigations and extensive testing to eliminate …

[HTML][HTML] New design equations for estimation of ultimate bearing capacity of shallow foundations resting on rock masses

AH Alavi, E Sadrossadat - Geoscience Frontiers, 2016 - Elsevier
Rock masses are commonly used as the underlying layer of important structures such as
bridges, dams and transportation constructions. The success of a foundation design for such …

Explicit formulation of bearing capacity of shallow foundations on rock masses using artificial neural networks: application and supplementary studies

SA Ziaee, E Sadrossadat, AH Alavi… - Environmental earth …, 2015 - Springer
A major concern in the design of foundations is to achieve a precise estimation of bearing
capacity of the underlying soil or rock mass. The present study proposes a new design …