[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 …

An eXtreme Gradient Boosting prediction of uplift capacity factors for 3D rectangular anchors in natural clays

DT Tran, T Onjaipurn, DR Kumar, W Chim-Oye… - Earth Science …, 2024 - Springer
This paper presents new numerical evaluations of the vertical uplift resistance of rectangular
anchors located in heterogeneous and anisotropic clays obeying the Anisotropic Undrained …

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 …

Bearing capacity of conical footing on anisotropic and heterogeneous clays using FEA and ANN

VQ Lai, J Shiau, CN Van, HD Tran… - Marine Georesources …, 2023 - Taylor & Francis
The paper presents axisymmetric FEA solutions for the bearing capacity of conical footings
embedded in anisotropic and inhomogeneous clays using NGI-ADP model. The bearing …

Bearing capacity of ring foundations on anisotropic and heterogenous clays: FEA, NGI-ADP, and MARS

VQ Lai, J Shiau, S Keawsawasvong… - Geotechnical and …, 2022 - Springer
Axisymmetric solutions for the bearing capacity of ring foundation resting on anisotropic and
heterogenous clays are presented in this paper using finite element analysis (FEA). The NGI …

Stability analysis of buried pipelines under combined uplift and lateral forces using FELA and ANN

K Kounlavong, JT Chavda, P Jamsawang… - Applied Ocean …, 2023 - Elsevier
In this paper, the effective intelligent system based on artificial neural networks (ANNs) and
the finite element limit analysis (FELA) is developed to predict the undrained uplift capacity …

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 …

Coupling FELA and computation intelligent in predicting behaviour of inclination strip anchor in anisotropic and heterogeneous clays

NHT Dao, NT Duong, DT Tran, S Keawsawasvong… - Ocean …, 2024 - Elsevier
This study introduces new numerical investigations of the uplift capacity of inclined strip
anchors buried in anisotropic and heterogeneous clays. The analyses utilize Lower Bound …

[HTML][HTML] Stability evaluation of elliptical tunnels in natural clays by integrating FELA and ANN

W Jitchaijaroen, W Wipulanusat… - Results in …, 2023 - Elsevier
The stability of tunnels in clayey soil is a major concern for underground space technology.
Clay has anisotropy in shear strength induced by depositional and sedimentation …