A scientometrics review of soil properties prediction using soft computing approaches
In this world, several types of soils are available with their different engineering properties.
Determining each soil's engineering properties is difficult because the laboratory procedures …
Determining each soil's engineering properties is difficult because the laboratory procedures …
[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 …
Clay has anisotropy in shear strength induced by depositional and sedimentation …
Application of ANN and FELA for predicting bearing capacity of shell foundations on sand
In this study, the artificial neural network (ANN) model has been employed to create a data-
driven prediction for the bearing capacity factor of shell foundations under both axisymmetric …
driven prediction for the bearing capacity factor of shell foundations under both axisymmetric …
Stability analysis of buried pipelines under combined uplift and lateral forces using FELA and ANN
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 …
the finite element limit analysis (FELA) is developed to predict the undrained uplift capacity …
Improved determination of the S-wave velocity of rocks in dry and saturated conditions: Application of machine-learning algorithms
M Rezaei, SR Ahmadi, H Nguyen… - Transportation …, 2024 - Elsevier
The determination of S-wave velocity (V s) is of significant importance in various engineering
disciplines, including mining, civil, and geotechnical engineering. It is beneficial to indirectly …
disciplines, including mining, civil, and geotechnical engineering. It is beneficial to indirectly …
Machine learning approaches for prediction of the bearing capacity of ring foundations on rock masses
Determining the bearing capacity of ring foundations on rock masses holds utmost
importance within the framework of foundation design methodology. To examine the failure …
importance within the framework of foundation design methodology. To examine the failure …
Physics-based and data-driven modeling for basal stability evaluation of braced excavations in natural clays
K Kounlavong, S Keawsawasvong, W Wipulanusat… - Heliyon, 2023 - cell.com
The design of fully braced excavation of underground works, whether in rural or urban
areas, is important to ensure that the design of fully braced support is safe, particularly in …
areas, is important to ensure that the design of fully braced support is safe, particularly in …
Novel neural network-based metaheuristic models for the stability prediction of rectangular trapdoors in anisotropic and non-homogeneous clay
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 …
is the first to introduce novel neural network-based metaheuristic models for the stability …
Stability Design Charts and Equations for Rectangular Tunnels Using Terzaghi's Modified Stability Factors and Machine Learning
The objective of this study is to investigate the stability of plane strain rectangular tunnels
under the effects of soil cohesion, surcharge loading, and soil unit weight. The novelty of the …
under the effects of soil cohesion, surcharge loading, and soil unit weight. The novelty of the …
Optimizing seismic earth pressure estimates for battered retaining walls using numerical methods and ANN
This study comprehensively analyzes seismic active earth pressure estimation for hunched
retaining walls. The analysis utilizes the horizontal slices method within the modified pseudo …
retaining walls. The analysis utilizes the horizontal slices method within the modified pseudo …