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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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Detalles Bibliográficos
Autores principales: Xu, Hui, Li, Zeyuan, Zhang, Zhaofu, Liu, Sheng, Shen, Shengnan, Guo, Yuzheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10145480/
https://www.ncbi.nlm.nih.gov/pubmed/37110937
http://dx.doi.org/10.3390/nano13081352