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Effects of gravel content and shape on shear behaviour of soil-rock mixture: Experiment and DEM modelling
The soil-rock mixture (SRM) is an excellent composite filler for subgrade, due to its
renewable sources and high structural strength. It is still a challenge to evaluate the impact …
renewable sources and high structural strength. It is still a challenge to evaluate the impact …
[HTML][HTML] Deep active learning for constitutive modelling of granular materials: From representative volume elements to implicit finite element modelling
Constitutive relation remains one of the most important, yet fundamental challenges in the
study of granular materials. Instead of using closed-form phenomenological models or …
study of granular materials. Instead of using closed-form phenomenological models or …
Data-driven multiscale modelling of granular materials via knowledge transfer and sharing
Abstract Machine learning approaches have found immense potential to revolutionise the
constitutive modelling of granular materials. However, data scarcity poses a significant …
constitutive modelling of granular materials. However, data scarcity poses a significant …
Towards data-driven constitutive modelling for granular materials via micromechanics-informed deep learning
The analytical description of path-dependent elastic-plastic responses of a granular system
is highly complicated because of continuously evolving microstructures and strain …
is highly complicated because of continuously evolving microstructures and strain …
DEM modeling of large-scale triaxial test of rock clasts considering realistic particle shapes and flexible membrane boundary
J Zhang, X Wang, ZY Yin, Z Liang - Engineering Geology, 2020 - Elsevier
This paper presents a novel framework for the discrete modeling of the large-scale triaxial
test of rock clasts, considering both the realistic particle shapes and veritable flexible …
test of rock clasts, considering both the realistic particle shapes and veritable flexible …
[HTML][HTML] Applicability of discrete element method with spherical and clumped particles for constitutive study of granular materials
Discrete element method (DEM) has been intensively used to study the constitutive
behaviour of granular materials. However, to what extent a real granular material can be …
behaviour of granular materials. However, to what extent a real granular material can be …
Lessons learned from matching 3D DEM and experiments at macro, meso and fabric scales for triaxial compression tests on lentils
A series of discrete element method (DEM) triaxial compression simulations on specimens
of an anisometric granular material starting from distinct initial fabric anisotropy states are …
of an anisometric granular material starting from distinct initial fabric anisotropy states are …
Micromechanical analysis of capillary suction effect on bearing capacity of unsaturated fine granular foundation soil using coupled CFD-DEM method
Y Peng, ZY Yin, C Zhou, X Ding - Computers and Geotechnics, 2023 - Elsevier
The micro-to macro-scale bearing capacity characteristics of unsaturated fine granular soil
have remained unclear. This study is the first to investigate the capillary suction effect on the …
have remained unclear. This study is the first to investigate the capillary suction effect on the …
DEM-based study on the mechanical behaviors of sand-rubber mixture in critical state
JQ Zhang, X Wang, ZY Yin - Construction and Building Materials, 2023 - Elsevier
This paper presents a numerical method to investigate the critical-state behaviors of the soft-
rigid mixture via DEM simulation. First, according to a series of laboratory tests of sand …
rigid mixture via DEM simulation. First, according to a series of laboratory tests of sand …
Calibration of parallel bond parameters in bonded particle models via physics-informed adaptive moment optimisation
This study proposes an automated calibration procedure for bond parameters in bonded
discrete element modelling. By exploring the underlying physical correlations between …
discrete element modelling. By exploring the underlying physical correlations between …