Dual adaptive sampling and machine learning interatomic potentials for modeling materials with chemical bond hierarchy
Author:
Funder
National Basic Research Program of China
National Natural Science Foundation of China
Publisher
American Physical Society (APS)
Link
http://harvest.aps.org/v2/journals/articles/10.1103/PhysRevB.104.094310/fulltext
Reference66 articles.
1. Computer Simulation of Liquids
2. Modeling solid-state chemistry: Interatomic potentials for multicomponent systems
3. Embedded-atom method: Derivation and application to impurities, surfaces, and other defects in metals
4. Representing potential energy surfaces by high-dimensional neural network potentials
5. Generalized Neural-Network Representation of High-Dimensional Potential-Energy Surfaces
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