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 …
Constitutive modelling of state-dependent behaviour of unsaturated soils: an overview
An unsaturated soil is a three-phase material that is ubiquitous on the earth's surface. The
fully saturated and completely dry states are just two limiting conditions of an unsaturated …
fully saturated and completely dry states are just two limiting conditions of an unsaturated …
Flood risk assessment in metro systems of mega-cities using a GIS-based modeling approach
Metro system is a vital component of mass transportation infrastructure, providing crucial
social and economic service in urban area. Flood events may cause functional disruptions to …
social and economic service in urban area. Flood events may cause functional disruptions to …
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 …
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 …
Analyses of leakage effect of waterproof curtain during excavation dewatering
The waterproof curtain that is used to block groundwater, leaks occasionally during deep
excavation and can have a harmful impact on the surroundings. This study adopts a three …
excavation and can have a harmful impact on the surroundings. This study adopts a three …
Unified hardening (UH) model for clays and sands
YP Yao, L Liu, T Luo, Y Tian, JM Zhang - Computers and Geotechnics, 2019 - Elsevier
A unified model for clays and sands, referred to as CSUH model, is proposed. The CSUH
model develops the following aspects based on the unified hardening (UH) model:(a) a …
model develops the following aspects based on the unified hardening (UH) model:(a) a …
Excess pore water pressure caused by the installation of jet grouting columns in clay
The injection of large volumes of pressurized water and grout into the subsoil during jet
grouting generates a sudden increase in excess pore water pressure. This study proposes a …
grouting generates a sudden increase in excess pore water pressure. This study proposes a …