State-of-the-art review of machine learning applications in constitutive modeling of soils

P Zhang, ZY Yin, YF Jin - Archives of Computational Methods in …, 2021 - Springer
Abstract Machine learning (ML) may provide a new methodology to directly learn from raw
data to develop constitutive models for soils by using pure mathematic skills. It has …

A review of jet grouting practice and development

PGA Njock, J Chen, G Modoni, A Arulrajah… - Arabian Journal of …, 2018 - Springer
The jet grouting technique was originally initiated in the UK and progressively developed
following the needs for larger geometries, ease of implementation, economic rationality, and …

Optimization techniques for identifying soil parameters in geotechnical engineering: Comparative study and enhancement

ZY Yin, YF Jin, JS Shen… - International Journal for …, 2018 - Wiley Online Library
A comparative study of optimization techniques for identifying soil parameters in
geotechnical engineering was first presented. The identification methodology with its 3 main …

Longitudinal structural modelling of shield tunnels considering shearing dislocation between segmental rings

HN Wu, SL Shen, SM Liao, ZY Yin - Tunnelling and Underground Space …, 2015 - Elsevier
Shield tunnels in soft deposits are often subjected to differential settlement and longitudinal
structural deformation during long-term operation. Since the shear stiffness in circumferential …

A novel hybrid surrogate intelligent model for creep index prediction based on particle swarm optimization and random forest

P Zhang, ZY Yin, YF Jin, THT Chan - Engineering Geology, 2020 - Elsevier
Long-term settlement issues in engineering practice are controlled by the creep index, C α,
but current empirical models of C α are not sufficiently reliable. In a departure from previous …

Soil-tunnel interaction modelling for shield tunnels considering shearing dislocation in longitudinal joints

HN Wu, SL Shen, J Yang, A Zhou - Tunnelling and Underground Space …, 2018 - Elsevier
The existing longitudinal structural model of shield tunnels usually simplify the tunnel as a
Euler-Bernoulli beam on elastic foundation, which ignores the shearing dislocation between …

An efficient optimization method for identifying parameters of soft structured clay by an enhanced genetic algorithm and elastic–viscoplastic model

ZY Yin, YF Jin, SL Shen, HW Huang - Acta Geotechnica, 2017 - Springer
Soft structured clays usually exhibit complex behaviors, which can lead to difficulties in the
determination of parameters and high testing costs. This paper aims to propose an efficient …

Dewatering–induced building settlement around a deep excavation in soft deposit in Tianjin, China

YX Wu, HM Lyu, J Han, SL Shen - Journal of Geotechnical and …, 2019 - ascelibrary.org
This case study presents an investigation on building settlement induced by dewatering for a
deep excavation constructed in a deposit in Tianjin, China. The excavation site is located in …

Calculation of head difference at two sides of a cut-off barrier during excavation dewatering

SL Shen, YX Wu, A Misra - Computers and Geotechnics, 2017 - Elsevier
This paper proposed a series of simple equations to calculate the head difference at the two
sides of waterproof curtain. The barrier effect of waterproof curtain is considered from two …

Analytical solution for the response of an existing tunnel to a new tunnel excavation underneath

DM Zhang, ZK Huang, ZL Li, X Zong… - Computers and …, 2019 - Elsevier
This paper proposed an analytical solution to investigate the response of an existing tunnel
induced by new tunnel excavation underneath. A Timoshenko beam lying on a Kerr …