Finite element geotechnical analysis incorporating deep learning-based soil model

QZ Guan, ZX Yang, N Guo, Z Hu - Computers and geotechnics, 2023 - Elsevier
Owing to the complicated mechanical behaviors of soils, their constitutive models often
involve obscure formulations and suffer from poor applicability in engineering practice. In …

State Index for Interpreting the State-Dependent Behavior of Granular Soil: A Review

C Yan, Y Shen, W Zhao, Y Sun - Archives of Computational Methods in …, 2023 - Springer
The strength and deformation behaviors of granular soil depend on the material state, ie,
density and pressure. To interpret such state-dependent behavior, different state indices …

Hypoplastic constitutive model of inherently anisotropic sand

GW Fan, XF Li - Computers and Geotechnics, 2024 - Elsevier
The modeling of anisotropic sand has always been a challenging and prominent issue in
geotechnical constitutive research. This paper presents a hypoplastic constitutive model for …

Thermodynamic constitutive model for granular soils considering particle shape distribution

Y **ao, F Liang, Z Zhang, H Wu, H Liu - Computers and Geotechnics, 2023 - Elsevier
Particle shape has a significant effect on the shear strength and shear dilatancy properties of
granular materials. This study presents a granular thermodynamic theory investigate the …

SPH implementation of a critical state-based hypoplastic model for granular materials in large-deformation problems

C Zhu, W Wu, C Peng, S Wang, X Wei - Computers and Geotechnics, 2024 - Elsevier
In this work, an advanced hypoplastic model incorporating the critical state is integrated into
smoothed particle hydrodynamics (SPH) for numerical investigation of problems with large …

Hypoplastic model with fabric change effect and semifluidized state for post‐liquefaction cyclic behavior of sand

D Liao, Z Yang, S Wang, W Wu - International Journal for …, 2022 - Wiley Online Library
This paper presented the formulation of a novel hypoplastic model for sand considering both
the cyclic mobility and large accumulative shear deformation in the post‐liquefaction stage …

Hybrid deep learning model for prediction of monotonic and cyclic responses of sand

QZ Guan, ZX Yang - Acta Geotechnica, 2023 - Springer
The monotonic and cyclic behaviors of sand are of practical significance for various
problems in geotechnical engineering. In this paper, a novel hybrid deep learning model …

Non‐coaxial hypoplastic model for sand with evolving fabric anisotropy including non‐proportional loading

D Liao, Z Yang - … Journal for Numerical and Analytical Methods …, 2021 - Wiley Online Library
Non‐coaxial response refers to the deviation between the directions of the principal stress
and plastic strain increment. In this paper, an extended hypoplastic model is proposed …

[HTML][HTML] Characterization of mechanical heterogeneity in dissimilar metal welded joints

H Xue, Z Wang, S Wang, J He, H Yang - Materials, 2021 - mdpi.com
Dissimilar metal welded joints (DMWJs) possess significant localized mechanical
heterogeneity. Using finite element software ABAQUS with the User-defined Material …

Bounding surface plasticity model for clay under cyclic loading conditions considering fabric anisotropy

Y Yu, ZX Yang - Journal of Engineering Mechanics, 2023 - ascelibrary.org
Cyclic loading is encountered in several practical geotechnical problems. Understanding
and modeling cyclic soil responses are key to engineering analysis and design. As one of …