Descriptor-free unsupervised learning method for local structure identification in particle packings

Local structure identification is of great importance in many scientific and engineering fields. However, mathematical and supervised learning methods mostly rely on specific descriptors of local structures and can only be applied to particular packing configurations. In this work, we propose an imp...

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Bibliographic Details
Main Authors: Deng, W. (Author), Huang, Z. (Author), Li, S. (Author), Wang, Y. (Author)
Format: Article
Language:English
Published: NLM (Medline) 2022
Subjects:
Online Access:View Fulltext in Publisher