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 …
data to develop constitutive models for soils by using pure mathematic skills. It has …
A review of jet grouting practice and development
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 …
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 …
geotechnical engineering was first presented. The identification methodology with its 3 main …
Longitudinal structural modelling of shield tunnels considering shearing dislocation between segmental rings
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 …
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
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 …
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
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 …
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
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 …
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
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 …
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 …
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
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 …
induced by new tunnel excavation underneath. A Timoshenko beam lying on a Kerr …