[HTML][HTML] Challenges in geotechnical design revealed by reliability assessment: Review and future perspectives

Y Otake, Y Honjo - Soils and Foundations, 2022 - Elsevier
This report discusses the challenges associated with geotechnical design through a review
of research on the reliability analysis of geotechnical structures. This report is organized into …

[HTML][HTML] Soft computing approach for prediction of surface settlement induced by earth pressure balance shield tunneling

WG Zhang, HR Li, CZ Wu, YQ Li, ZQ Liu, HL Liu - Underground Space, 2021 - Elsevier
Estimating surface settlement induced by excavation construction is an indispensable task in
tunneling, particularly for earth pressure balance (EPB) shield machines. In this study …

Effect of ground surface surcharge on deformational performance of tunnel in spatially variable soil

JZ Zhang, HW Huang, DM Zhang, ML Zhou… - Computers and …, 2021 - Elsevier
This study investigates the coupled effect of the soil spatial variations and the disturbance of
ground surface on the existing tunnel using random finite difference method (RFDM). The …

Application of soft computing techniques in tunnelling and underground excavations: state of the art and future prospects

SK Shreyas, A Dey - Innovative Infrastructure Solutions, 2019 - Springer
This article aims to provide a concise review on the state-of-the-art application of soft
computing techniques to predict various parameters in tunnelling and underground …

[HTML][HTML] Investigation of feature contribution to shield tunneling-induced settlement using Shapley additive explanations method

KKPM Kannangara, W Zhou, Z Ding, Z Hong - Journal of Rock Mechanics …, 2022 - Elsevier
Accurate prediction of shield tunneling-induced settlement is a complex problem that
requires consideration of many influential parameters. Recent studies reveal that machine …

A hybrid metaheuristic approach using random forest and particle swarm optimization to study and evaluate backbreak in open-pit blasting

Y Dai, M Khandelwal, Y Qiu, J Zhou, M Monjezi… - Neural Computing and …, 2022 - Springer
Backbreak is a rock fracture problem that exceeds the limits of the last row of holes in an
explosion operation. Excessive backbreak increases operational costs and also poses a …

Coupled characterization of stratigraphic and geo-properties uncertainties–a conditional random field approach

W Gong, C Zhao, CH Juang, Y Zhang, H Tang, Y Lu - Engineering Geology, 2021 - Elsevier
Site characterization, which aims to characterize the subsurface stratigraphic configuration
and the associated geo-properties, has long been a significant challenge in geological and …

Probabilistic analysis and design of stabilizing piles in slope considering stratigraphic uncertainty

W Gong, H Tang, H Wang, X Wang, CH Juang - Engineering Geology, 2019 - Elsevier
The uncertainty involved in the interpreted geological model may be categorized as the
stratigraphic uncertainty and the properties uncertainty. Note that although the influence of …

Optimization of site investigation program for reliability assessment of undrained slope using Spearman rank correlation coefficient

L Zhang, L Wang - Computers and Geotechnics, 2023 - Elsevier
Site investigation programs (eg, boreholes) are crucial in characterizing soil properties and
stratigraphic configurations. However, the traditional borehole patterns are generally of …

Influence of spatial variability of soil Young's modulus on tunnel convergence in soft soils

HW Huang, L Xiao, DM Zhang, J Zhang - Engineering Geology, 2017 - Elsevier
Field data have shown the fact that soil spatial variability could aggravate the uncertainty of
tunnel convergence ΔD (a key indicator for serviceability and safety of tunnels). This paper …