Deep learning for three-dimensional segmentation of electron microscopy images of complex ceramic materials

Abstract The microstructure is a critical factor governing the functionality of ceramic materials. Meanwhile, microstructural analysis of electron microscopy images of polycrystalline ceramics, which are geometrically complex and composed of countless crystal grains with porosity and secondary phase...

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Bibliographic Details
Main Authors: Yu Hirabayashi, Haruka Iga, Hiroki Ogawa, Shinnosuke Tokuta, Yusuke Shimada, Akiyasu Yamamoto
Format: Article
Language:English
Published: Nature Portfolio 2024-03-01
Series:npj Computational Materials
Online Access:https://doi.org/10.1038/s41524-024-01226-5