Effects of gravel content and shape on shear behaviour of soil-rock mixture: Experiment and DEM modelling

Y Yao, J Li, J Ni, C Liang, A Zhang - Computers and Geotechnics, 2022 - Elsevier
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 …

[HTML][HTML] Deep active learning for constitutive modelling of granular materials: From representative volume elements to implicit finite element modelling

T Qu, S Guan, YT Feng, G Ma, W Zhou… - International Journal of …, 2023 - Elsevier
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 …

Data-driven multiscale modelling of granular materials via knowledge transfer and sharing

T Qu, J Zhao, S Guan, YT Feng - International Journal of Plasticity, 2023 - Elsevier
Abstract Machine learning approaches have found immense potential to revolutionise the
constitutive modelling of granular materials. However, data scarcity poses a significant …

Towards data-driven constitutive modelling for granular materials via micromechanics-informed deep learning

T Qu, S Di, YT Feng, M Wang, T Zhao - International Journal of Plasticity, 2021 - Elsevier
The analytical description of path-dependent elastic-plastic responses of a granular system
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 …

[HTML][HTML] Applicability of discrete element method with spherical and clumped particles for constitutive study of granular materials

T Qu, M Wang, Y Feng - Journal of Rock Mechanics and Geotechnical …, 2022 - Elsevier
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 …

Lessons learned from matching 3D DEM and experiments at macro, meso and fabric scales for triaxial compression tests on lentils

J Pan, G Pinzón, R Wang, E Andò, G Viggiani… - Journal of the …, 2024 - Elsevier
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 …

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 …

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 …

Calibration of parallel bond parameters in bonded particle models via physics-informed adaptive moment optimisation

T Qu, YT Feng, M Wang, S Jiang - Powder Technology, 2020 - Elsevier
This study proposes an automated calibration procedure for bond parameters in bonded
discrete element modelling. By exploring the underlying physical correlations between …