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Classification of crystal structure using a convolutional neural network
A deep machine-learning technique based on a convolutional neural network (CNN) is introduced. It has been used for the classification of powder X-ray diffraction (XRD) patterns in terms of crystal system, extinction group and space group. About 150 000 powder XRD patterns were collected and used as...
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| Yayımlandı: | IUCrJ |
|---|---|
| Asıl Yazarlar: | , , , , , , , |
| Materyal Türü: | Artigo |
| Dil: | Inglês |
| Baskı/Yayın Bilgisi: |
International Union of Crystallography
2017
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| Konular: | |
| Online Erişim: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5571811/ https://ncbi.nlm.nih.gov/pubmed/28875035 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1107/S205225251700714X |
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