Machine‐learning‐based interatomic potentials for advanced manufacturing

Abstract This paper summarizes the progress of machine‐learning‐based interatomic potentials and their applications in advanced manufacturing. Interatomic potential is essential for classical molecular dynamics. The advancements made in machine learning (ML) have enabled the development of fast inte...

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Bibliographic Details
Main Authors: Wei Yu, Chaoyue Ji, Xuhao Wan, Zhaofu Zhang, John Robertson, Sheng Liu, Yuzheng Guo
Format: Article
Language:English
Published: Wiley 2021-12-01
Series:International Journal of Mechanical System Dynamics
Subjects:
Online Access:https://doi.org/10.1002/msd2.12021