A neural network predicts ELF topology in dense hydrogen from geometry with high accuracy and generalizes from fluid to crystalline phases.
A unified formulation of the constant temperature molecular dynamics meth- ods.J
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cond-mat.mtrl-sci 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Geometry-Based Neural-Network Prediction of Electron Localization Function Topology in Dense Hydrogen
A neural network predicts ELF topology in dense hydrogen from geometry with high accuracy and generalizes from fluid to crystalline phases.