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cond-mat.stat-mech2026
Equivariant learning of a transferable three-dimensional classical density functional
Bingqing Cheng
Liquids exhibit collective behavior that depends sensitively on thermodynamic conditions, interfaces and confinement, yet predicting each new state commonly requires a separate ato…
cond-mat.stat-mech2025
Scalable Multitemperature Free Energy Sampling of Classical Ising Spin States
Ping Tuo, Zezhu Zeng, Jiale Chen +1
Generative models have advanced significantly in sampling material systems with continuous variables, such as atomistic structures. However, their application to discrete variables…