A thermodynamics-informed neural network for elastoplastic constitutive modeling of granular materials

MM Su, Y Yu, TH Chen, N Guo, ZX Yang - Computer Methods in Applied …, 2024 - Elsevier
Data-driven methods have emerged as a promising framework for material constitutive
modeling. However, traditional data-driven models are hindered by limitations arising from a …

DEM analysis of the load transfer mechanism of sand-rubber mixtures subjected to constrained compression

Y Tian, H He, K Senetakis, Z Yin - Powder Technology, 2024 - Elsevier
Despite the significant progresses in the multi-scale studies of sand-rubber mixtures, the
load-transfer mechanism within the soft-rigid granulate networks is highly unexplored. In this …

Compression characteristics and particle scale stress distribution of sand-rubber mixtures with particle size disparity effect

D Liu, ZY Yin - Computers and Geotechnics, 2025 - Elsevier
This research investigates the particle-scale stress transmission characteristics at the end of
isotropic consolidation stage for sand-rubber mixtures, focusing on the effects of particle size …

Small Strain Stiffness of Sand‐Rubber Mixtures With Particle Size Disparity Effect

D Liu, ZY Yin - … Journal for Numerical and Analytical Methods in …, 2025 - Wiley Online Library
This study systematically investigates the small‐strain stiffness of sand‐rubber mixtures,
focusing on combined particle disparity—both larger sand with smaller rubber and smaller …