11 citations · 14 across the 8 of their papers we have counts for
4 papers · 1 filter
Machine learning-informed structuro-elastoplasticity predicts ductility of disordered solids
Hongyi Xiao, Ge Zhang, Entao Yang +5
All solids yield under sufficiently high mechanical loads. Below yield, the mechanical responses of all disordered solids are nearly alike, but above yield every different disorder…
Structuro-elasto-plasticity (StEP) model for plasticity in disordered solids
Ge Zhang, Hongyi Xiao, Entao Yang +5
Elastoplastic lattice models for the response of solids to deformation typically incorporate structure only implicitly via a local yield strain that is assigned to each site. Howev…
Understanding Creep Suppression Mechanism in Polymer Nanocomposites through Machine Learning
Entao Yang, James F. Pressly, Bharath Natarajan +3
While recent efforts have shown how local structure plays an essential role in the dynamic heterogeneity of homogeneous glass-forming materials, systems containing interfaces such…
The Role of Local Structure in the Enhanced Dynamics of Deformed Glasses
Entao Yang, Robert A. Riggleman
External stress can accelerate molecular mobility of amorphous solids by several orders of magnitude. The changes in mobility are commonly interpreted through the Eyring model, whi…