Slope stability machine learning predictions on spatially variable random fields with and without factor of safety calculations

M Aminpour, R Alaie, S Khosravi, N Kardani… - Computers and …, 2023 - Elsevier
Abstract Random field Monte Carlo (MC) reliability analysis is a robust stochastic method to
determine the probability of failure. This method, however, requires a large number of …

Machine learning-enhanced Monte Carlo and subset simulations for advanced risk assessment in transportation infrastructure

F Ahmad, P Samui, SS Mishra - Journal of Mountain Science, 2024 - Springer
The maintenance of safety and dependability in rail and road embankments is of utmost
importance in order to facilitate the smooth operation of transportation networks. This study …

Strain-dependent slope stability for earthquake loading

C Schmüdderich, J Machaček… - Computers and …, 2022 - Elsevier
Assessment of the seismic slope stability in terms of a factor of safety (FoS) is often
addressed using pseudo-static approaches neglecting material-induced failure and the role …

Machine Learning-Aided Monte Carlo Simulation and Subset Simulation

MS Sabri, F Ahmad, P Samui - Transportation Research …, 2024 - journals.sagepub.com
The use of probabilistic analysis (PA) of slopes as an effective method for evaluating the
uncertainty that is so pervasive in variables has become increasingly common in recent …

Brief Literature Review and Classification System of Reliability Methods for Evaluating the Stability of Earth Slopes

J Przewłócki - Sustainability, 2021 - mdpi.com
The issue of slope stability is one of the most important and yet most difficult geotechnical
problems. Assessing slope stability is particularly difficult because of the many uncertainties …

Evaluation of carbon sink and photovoltaic system carbon reduction along roadside space

G Liu, Z Huo, H Wan, A Zucaro, G Fiorentino… - Journal of Cleaner …, 2024 - Elsevier
As China's photovoltaic (PV) sector experiences rapid growth, the availability of land
resources has become a pivotal policy focus, driving the need for comprehensive research …

A two-step dynamic FEM-FELA approach for seismic slope stability assessment

C Schmüdderich, C Herz, A Albared, J Machaček… - Acta Geotechnica, 2024 - Springer
The determination of the factor of safety (FoS) of slopes during seismic excitation can be
complex if the relevant effects of pore water pressure accumulation, nonlinear material …

New stability forecasting model for goaf slope based on the AHP–TOPSIS theory

B Zhao, Y Zhao, J Wang - Arabian Journal of Geosciences, 2021 - Springer
The goaf slopes commonly found in China have serious stability problems. These areas
experience several landslides yearly, which results in casualties, property damage, and …

[PDF][PDF] Advance Reconnaissance and Optimal Monitoring

E Mahmoudi, J Düllmann, L Heußner… - Interaction Modeling …, 2023 - library.oapen.org
Effective exploration techniques during mechanized tunneling are of high importance in
order to prevent severe surface settlements as well as a damage of the tunnel boring …

[PDF][PDF] Assessment of Slope Stability under Bounded Uncertainties Using Differential Evolution and Particle Swarm Optimization

VT Vu - Civil and Environmental Engineering, 2022 - sciendo.com
In the assessment of slope stability, the uncertainty of soil properties affects directly the factor
of safety, which is the objective function to be minimized. Therefore, we propose an …