[HTML][HTML] Multivariate adaptive regression splines analysis for 3D slope stability in anisotropic and heterogenous clay

J Shiau, S Keawsawasvong - Journal of Rock Mechanics and …, 2023‏ - Elsevier
Little research can be found in relation to the stability of anisotropic and heterogenous soils
in three dimensions. In this paper, we propose a study on the three-dimensional (3D) …

Bearing capacity of ring footings in anisotropic clays: FELA and ANN

DK Nguyen, TP Nguyen, C Ngamkhanong… - Neural Computing and …, 2023‏ - Springer
A novel investigation of the bearing capacity of ring footings embedded in undrained
anisotropic clays using a new hybrid soft computation technique that cooperates between …

[HTML][HTML] Machine learning approaches for stability prediction of rectangular tunnels in natural clays based on MLP and RBF neural networks

W Jitchaijaroen, S Keawsawasvong… - Intelligent Systems with …, 2024‏ - Elsevier
In underground space technology, the issue of tunnel stability is a fundamental concern that
significantly causes catastrophe. Owing to sedimentation and deposition processes, the …

Novel neural network-based metaheuristic models for the stability prediction of rectangular trapdoors in anisotropic and non-homogeneous clay

K Sang**da, DR Kumar, S Keawsawasvong… - … in Engineering Software, 2024‏ - Elsevier
The problem of trapdoor stability is a crucial problem in geotechnical engineering. This study
is the first to introduce novel neural network-based metaheuristic models for the stability …

Machine learning regression approach for analysis of bearing capacity of conical foundations in heterogenous and anisotropic clays

C Nguyen Van, S Keawsawasvong, DK Nguyen… - Neural Computing and …, 2023‏ - Springer
An upper bound (UB) and lower bound (LB) finite element limit analysis cooperating with a
machine learning method is adopted as a new solution for predicting the bearing capacity of …

Undrained basal stability of braced circular excavations in anisotropic and non-homogeneous clays

K Kounlavong, S Keawsawasvong, R Banyong… - Transportation …, 2023‏ - Elsevier
This paper introduces the plastic stability solutions of braced circular excavations in
anisotropic and non–homogeneous clays. Using the framework of Finite Element Limit …

Machine learning approaches for prediction of the bearing capacity of ring foundations on rock masses

DR Kumar, P Samui, W Wipulanusat… - Earth Science …, 2023‏ - Springer
Determining the bearing capacity of ring foundations on rock masses holds utmost
importance within the framework of foundation design methodology. To examine the failure …