A review commentary arguing that machine-learned interatomic potentials can carry quantum-level accuracy from small simulations to million-atom studies of carbon phase transitions and nucleation.
Extreme Metasta- bility of Diamond and its Transformation to the BC8 Post-Diamond Phase of Carbon
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
physics.comp-ph 1years
2025 1verdicts
UNVERDICTED 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
The transformative capability of quantum-accurate machine learning interatomic potentials
A review commentary arguing that machine-learned interatomic potentials can carry quantum-level accuracy from small simulations to million-atom studies of carbon phase transitions and nucleation.