[HTML][HTML] Deep learning-based evaluation of factor of safety with confidence interval for tunnel deformation in spatially variable soil

J Zhang, KK Phoon, D Zhang, H Huang… - Journal of Rock Mechanics …, 2021 - Elsevier
The random finite difference method (RFDM) is a popular approach to quantitatively
evaluate the influence of inherent spatial variability of soil on the deformation of embedded …

Probabilistic analysis of skirted foundations under combined loading in soils modelled by non-stationary random fields

H Chen, Z Shen, L Wang, Y Tian - Ocean Engineering, 2023 - Elsevier
Skirted foundations are widely used in offshore engineering. The soils that skirted
foundations are sited in commonly exhibit inherent spatial variability due to complex …

Fully assessing foundation failure envelopes under combined loads in spatially variable clay

S Fan, Y Zhang, S Li - Acta Geotechnica, 2024 - Springer
Soil spatial variability is a common situation in marine geotechnical engineering, while most
studies have primarily focused on evaluating the uniaxial vertical (V), horizontal (H), or …

Probability-based analyses of bearing capacity of square and rectangular footings resting on sandy soil considering rotational anisotropy

K Choudhuri, D Chakraborty - Acta Geotechnica, 2024 - Springer
The present study explores the effect of rotational anisotropy on the bearing capacity
responses of the square and rectangular footings using the random finite difference method …

Probabilistic assessment of bearing capacity of skirted foundation under combined loadings with a rigid base

F Mancer, A Bouaicha, M Chwała… - Geological …, 2024 - Wiley Online Library
Skirted foundations are critical components in offshore applications where combined loads
are common in deep‐water environments. Their ultimate capacity under VH (vertical …

Development of a CNN-based integrated surrogate model in evaluating the damage of buried pipeline under impact loads, considering the soil spatial variability

F Jiang, S Dong - Reliability Engineering & System Safety, 2025 - Elsevier
Determining the burial depth for offshore pipelines to resist impact load is challenging owing
to the spatial variability of soil strengths, which proves to significantly affect failure …

Improving the estimation of soil spatial variability by considering transformation uncertainty based on LDRFE analysis

Z Shen, Y Tian, SC Chian, Z Yan - Computers and Geotechnics, 2023 - Elsevier
Transformation uncertainty is an imperative consideration in the process of transforming
measurement data to desired design parameters in geotechnical engineering. In the …

Probabilistic failure envelopes of tripod bucket-supported offshore wind turbines in spatially variable clay based on a novel continuous method

S Fan, Y Zhang, S Li, M Han - Computers and Geotechnics, 2024 - Elsevier
Marine geologic conditions play key roles in offshore geotechnical preliminary design and
construction decisions. Tripod bucket foundations are considered promising geotechnical …

A probability-based study on failure mechanism and quantitative risk analysis for buried offshore pipelines subjected to third-party impact loads, exploring the effects of …

F Jiang, S Dong, CG Soares - Marine Structures, 2025 - Elsevier
Burial is an effective approach to offshore pipeline protection for impact loads. However, few
studies address the influences of inherent soil spatial variabilities on failure behaviour of soil …

Probabilistic undrained bearing capacity of shallow foundations under combined loading in three-dimensional spatially variable soils

H Chen, Z Shen, L Wang, Y Tian - Ocean Engineering, 2024 - Elsevier
Shallow foundations are widely employed in offshore engineering. However, there is a
limited number of studies that investigate the probabilistic undrained bearing capacity of …