Machine Learning Potential Model Based on Ensemble Bispectrum Feature Selection and Its Applicability Analysis

With the continuous improvement of machine learning methods, building the interatomic machine learning potential (MLP) based on the datasets from quantum mechanics calculations has become an effective technical approach to improving the accuracy of classical molecular dynamics simulation. The Spectr...

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Bibliographic Details
Main Authors: Jiawei Jiang, Li-Chun Xu, Fenglian Li, Jianli Shao
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Metals
Subjects:
Online Access:https://www.mdpi.com/2075-4701/13/1/169