Advances in reliability and risk analyses of slopes in spatially variable soils: A state-of-the-art review

SH Jiang, J Huang, DV Griffiths, ZP Deng - Computers and Geotechnics, 2022 - Elsevier
Spatial variability of soil properties was rarely taken into account directly in traditional slope
stability analyses, rather some “average” or suitably “pessimistic” properties are assumed to …

Response surface methods for slope reliability analysis: review and comparison

DQ Li, D Zheng, ZJ Cao, XS Tang, KK Phoon - Engineering Geology, 2016 - Elsevier
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 …

A multiple response-surface method for slope reliability analysis considering spatial variability of soil properties

DQ Li, SH Jiang, ZJ Cao, W Zhou, CB Zhou… - Engineering …, 2015 - Elsevier
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 …

Novel approach to estimate vertical scale of fluctuation based on CPT data using convolutional neural networks

JZ Zhang, KK Phoon, DM Zhang, HW Huang… - Engineering …, 2021 - Elsevier
The inherent spatial variability of soil properties is the main sauces of uncertainties in the
site investigation, and it is commonly characterized using random field theory. In the context …

Efficient slope reliability analysis at low-probability levels in spatially variable soils

SH Jiang, JS Huang - Computers and Geotechnics, 2016 - Elsevier
Abstract Direct Monte Carlo simulation for the reliability analysis of slope stability with
spatially variable soil properties suffers from a serious lack of efficiency when the probability …

Effects of spatial variability of weak layer and seismic randomness on rock slope stability and reliability analysis

W Zhang, F Meng, F Chen, H Liu - Soil Dynamics and Earthquake …, 2021 - Elsevier
Rock slope stability is a key research issue in geotechnical engineering. Weak layer is a
distinct feature distinguishing the rock slopes from soil types, and its existence considerably …

Probabilistic characterization of Young's modulus of soil using equivalent samples

Y Wang, Z Cao - Engineering Geology, 2013 - Elsevier
Several probability-based design codes (eg, load and resistance factor design (LRFD)
codes and Eurocode 7) have been developed and implemented around the world recently …

Efficient Monte Carlo simulation of parameter sensitivity in probabilistic slope stability analysis

Y Wang, Z Cao, SK Au - Computers and Geotechnics, 2010 - Elsevier
Monte Carlo Simulation (MCS) method has been widely used in probabilistic analysis of
slope stability, and it provides a robust and simple way to assess failure probability …

Seismic safety evaluation of slope with spatially variable soils based on collaborative analysis via optimized subset simulation

D Zhu, R Pang, M Xu, J Chen, B Xu - Computers and Geotechnics, 2024 - Elsevier
The results of slope seismic safety evaluation are affected by the uncertainty of geotechnical
material parameters, seismic dynamic characteristics, safety evaluation indexes and other …

Conditional random field reliability analysis of a cohesion-frictional slope

LL Liu, YM Cheng, SH Zhang - Computers and Geotechnics, 2017 - Elsevier
Discarding known data from cored samples in the reliability analysis of a slope in spatially
variable soils is a waste of site investigation effort. The traditional unconditional random field …