3 papers
cond-mat.soft2025
Structure factor realizability reveals the glass-dynamics onset temperature
Bowen Duan, Ge Zhang
When liquids are cooled rapidly, they bypass crystallization and instead enter a supercooled state and then a glass state. Previous studies have shown that the static structure fac…
cond-mat.dis-nn2025
Liquid and solid layers in a thermal deep learning machine
Gang Huang, Lai Shun Chan, Hajime Yoshino +2
Based on deep neural networks (DNNs), deep learning has been successfully applied to many problems, but its mechanism is still not well understood -- especially the reason why over…
cond-mat.stat-mech2018
Inversion Problems for Fourier Transforms of Particle Distributions
Jaeuk Kim, Ge Zhang, Frank H. Stillinger +1
Collective coordinates in a many-particle system are complex Fourier components of the particle density, and often provide useful physical insights. However, given collective coord…