SE(3)-equivariant transformer proxies of environment-similarity order parameters enable metadynamics free energy calculations for colloidal crystals, predicting that surface potential redistribution stabilizes CsCl versus Th3P4 structures.
Jansen , author W
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cond-mat.stat-mech 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Sampling Free Energy Landscapes of Ionic Colloidal Crystal Systems using Machine-Learned Proxy Collective Variables
SE(3)-equivariant transformer proxies of environment-similarity order parameters enable metadynamics free energy calculations for colloidal crystals, predicting that surface potential redistribution stabilizes CsCl versus Th3P4 structures.