Particle swarm optimization variants for solving geotechnical problems: review and comparative analysis

AR Kashani, R Chiong, S Mirjalili… - Archives of Computational …, 2021 - Springer
Optimization techniques have drawn much attention for solving geotechnical engineering
problems in recent years. Particle swarm optimization (PSO) is one of the most widely used …

[HTML][HTML] Probability methods for stability design of open pit rock slopes: an overview

M Abdulai, M Sharifzadeh - Geosciences, 2021 - mdpi.com
The rock slope stability analysis can be performed using deterministic and probabilistic
approaches. The deterministic analysis based on the safety concept factor uses fixed …

Probabilistic slope stability analysis of Heavy-haul freight corridor using a hybrid machine learning paradigm

A Bardhan, P Samui - Transportation Geotechnics, 2022 - Elsevier
With the rising freight demand, specialized heavy-haul railway corridors allow heavier trains
to transport heavy freight, improving productivity and lowering unit costs. Generally, a heavy …

Probabilistic stability analyses of multi-stage soil slopes by bivariate random fields and finite element methods

MY Wang, Y Liu, YN Ding, BL Yi - Computers and Geotechnics, 2020 - Elsevier
This study aimed to investigate the stability of multi-stage drained and undrained slopes
considering the spatial variability in soil properties. A bivariate random field was adopted to …

[HTML][HTML] Reliability analysis of reinforced soil slope stability using GA-ANFIS, RFC, and GMDH soft computing techniques

R Ray, SS Choudhary, LB Roy, MR Kaloop… - Case Studies in …, 2023 - Elsevier
Soil is a heterogeneous medium, the characteristics that determine soil slope stability are
highly variable, making the analysis a difficult task. The present research approach is …

Back-analysis of a rainfall-induced landslide case history using deterministic and random limit equilibrium methods

CH Wang, L Fang, DTT Chang, FC Huang - Engineering Geology, 2023 - Elsevier
Because recurrent rainfall-induced landslide episodes mimic prior failures, this study builds
a back-analysis approach to identify those prior failure events and assess the prospective …

A new approach to assess landslide susceptibility based on slope failure mechanisms

Q Zou, H Jiang, P Cui, B Zhou, Y Jiang, M Qin, Y Liu… - Catena, 2021 - Elsevier
Susceptibility assessments are crucial in identifying hazards in densely populated mountain
areas featuring active internal and external dynamic geological processes. A …

Application of MCS, GRNN, and GPR for performing the reliability analysis of rock slope

P Singh, P Samui, ET Mohamad, RM Bhatawdekar… - Natural Hazards, 2024 - Springer
The failure of rock slopes leads to disastrous consequences and thus necessitates their
reliability analysis. There are various methods to perform the reliability analysis of a rock …

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 …

Slope stability analysis of heavy-haul freight corridor using novel machine learning approach

MS Sabri, F Ahmad, P Samui - Modeling Earth Systems and Environment, 2024 - Springer
In response to the increasing demand for freight transportation, specialized heavy-haul
railway lines were constructed to accommodate larger trains carrying heavier loads. This led …