9 citations · 9 across the 1 of their papers we have counts for
2 papers
cond-mat.dis-nn2021★ 9 cited
Machine learning glass caging order parameters with an artificial nested neural network
Kaihua Zhang, Xinyang Li, Yuliang Jin +1
Around a glass transition, the dynamics of a supercooled liquid dramatically slow down, exhibited by caging of particles, while the structural changes remain subtle. In alternative…
cond-mat.soft2020
Determining the nonequilibrium criticality of a Gardner transition via a hybrid study of molecular simulations and machine learning
Huaping Li, Yuliang Jin, Ying Jiang +1
Apparent critical phenomena, typically indicated by growing correlation lengths and dynamical slowing-down, are ubiquitous in non-equilibrium systems such as supercooled liquids, a…