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Automatic segmentation framework of X-Ray tomography data for multi-phase rock using Swin Transformer approach
A thorough understanding of the impact of the 3D meso-structure on damage and failure patterns is essential for revealing the failure conditions of composite rock materials such as coal, concrete, marble, and others. This paper presents a 3D XCT dataset of coal rock with 1372 slices (each slice cont...
Autores principales: | Chen, Hao, Cao, Xiaoqi, Zhang, Xiyan, Wang, Zhenyu, Qiu, Bingjing, Zheng, Kehong |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10661918/ https://www.ncbi.nlm.nih.gov/pubmed/37985779 http://dx.doi.org/10.1038/s41597-023-02734-7 |
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