The segmentation of nanoparticles with a novel approach of HRU2-Net†

The segmentation of nanoparticles with a novel approach of HRU2-Net†

Abstract Nanoparticles have great potential for the application in new energy and aerospace fields. The distribution of nanoparticle sizes is a critical determinant of material properties and serves as a significant parameter in defining the characteristics of zero-dimensional nanomaterials. In this...

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Bibliographic Details
Main Authors: Yu Zhang, Heng Zhang, Fengfeng Liang, Guangjie Liu, Jinlong Zhu
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Nanoparticles
Deep learning
HRU2-Net† model
Image segmentation
Online Access:https://doi.org/10.1038/s41598-025-86085-w
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