High-Accuracy Neural Network Interatomic Potential for Silicon Nitride

High-Accuracy Neural Network Interatomic Potential for Silicon Nitride

In the field of machine learning (ML) and data science, it is meaningful to use the advantages of ML to create reliable interatomic potentials. Deep potential molecular dynamics (DEEPMD) are one of the most useful methods to create interatomic potentials. Among ceramic materials, amorphous silicon n...

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Bibliographic Details
Main Authors: Hui Xu, Zeyuan Li, Zhaofu Zhang, Sheng Liu, Shengnan Shen, Yuzheng Guo
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Nanomaterials
Subjects:
molecular dynamics
machine learning
amorphous silicon nitride
density functional theory
deep potential
Online Access:https://www.mdpi.com/2079-4991/13/8/1352

Internet

https://www.mdpi.com/2079-4991/13/8/1352

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