Response surface methods for slope reliability analysis: review and comparison
This paper reviews previous studies on developments and applications of response surface
methods (RSMs) in different slope reliability problems. Based on the review, four types of …
methods (RSMs) in different slope reliability problems. Based on the review, four types of …
Seismic time-history response and system reliability analysis of slopes considering uncertainty of multi-parameters and earthquake excitations
R Pang, B Xu, Y Zhou, L Song - Computers and Geotechnics, 2021 - Elsevier
In practical geotechnical engineering of slopes, it is well-known that the uncertainty of soil
properties and ground motions need to be considered for the safety of the project. The effect …
properties and ground motions need to be considered for the safety of the project. The effect …
A multiple response-surface method for slope reliability analysis considering spatial variability of soil properties
This paper proposes a multiple response-surface method for slope reliability analysis
considering spatially variable soil properties. The scales of fluctuation of soil shear strength …
considering spatially variable soil properties. The scales of fluctuation of soil shear strength …
3D slope reliability analysis based on the intelligent response surface methodology
LF Song, X Yu, B Xu, R Pang, ZY Zhang - Bulletin of engineering geology …, 2021 - Springer
At present, there are two problems in 3D slope reliability analysis:(1) the slope stability
analysis method;(2) how to effectively extend the reliability analysis method from 2D to 3D …
analysis method;(2) how to effectively extend the reliability analysis method from 2D to 3D …
Slope reliability analysis considering spatially variable shear strength parameters using a non-intrusive stochastic finite element method
This paper proposes a non-intrusive stochastic finite element method for slope reliability
analysis considering spatially variable shear strength parameters. The two-dimensional …
analysis considering spatially variable shear strength parameters. The two-dimensional …
Data augmentation for CNN-based probabilistic slope stability analysis in spatially variable soils
A novel methodology that involves the coupling of Convolutional Neural Networks (CNNs)
and a data augmentation technique is proposed for slope reliability calculations. The …
and a data augmentation technique is proposed for slope reliability calculations. The …
System probabilistic stability analysis of soil slopes using Gaussian process regression with Latin hypercube sampling
This paper presents a system probabilistic stability evaluation method for slopes based on
Gaussian process regression (GPR) and Latin hypercube sampling. The analysis is …
Gaussian process regression (GPR) and Latin hypercube sampling. The analysis is …
[HTML][HTML] Slope reliability analysis using surrogate models via new support vector machines with swarm intelligence
F Kang, Q Xu, J Li - Applied Mathematical Modelling, 2016 - Elsevier
Surrogate model methods are attractive ways to improve the efficiency of Monte Carlo
simulation (MCS) for structural reliability analysis. An intelligent surrogate model based …
simulation (MCS) for structural reliability analysis. An intelligent surrogate model based …
Rainfall-induced soil slope failure
Rainfall-induced landslides pose a significant threat to the public safety in many parts of the
world especially in tropical or subtropical mountainous areas. The research field of …
world especially in tropical or subtropical mountainous areas. The research field of …
System reliability analysis of soil slopes stabilized with piles
Piles are widely used to increase the stability of piles. Probabilistic methods can be used to
explicitly consider the uncertainties involved in a slope stability analysis. Currently, most …
explicitly consider the uncertainties involved in a slope stability analysis. Currently, most …