236 citations · 724 across the 10 of their papers we have counts for
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cond-mat.soft2018★ 112 cited
Stress-induced anisotropy in granular materials: fabric, stiffness, and permeability
Matthew R. Kuhn, WaiChing Sun, Qi Wang
The loading of a granular material induces anisotropies of the particle arrangement (fabric) and of the material's strength, incremental stiffness, and permeability. Thirteen measu…
cs.LG2018★ 134 cited
Meta-modeling game for deriving theoretical-consistent, micro-structural-based traction-separation laws via deep reinforcement learning
Kun Wang, WaiChing Sun
This paper presents a new meta-modeling framework to employ deep reinforcement learning (DRL) to generate mechanical constitutive models for interfaces. The constitutive models are…