NUCLEAR TECHNIQUES, Volume. 46, Issue 3, 030101(2023)

X-ray crystallography experimental data screening based on convolutional neural network algorithms

Zi HUI1, Li YU2,3, Huan ZHOU4, Lin TANG1, and Jianhua HE1、*
Author Affiliations
  • 1The Institute for Advanced Studies, Wuhan University, Wuhan 430072, China
  • 2Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800, China
  • 3University of Chinese Academy of Sciences, Beijing 100049, China
  • 4Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai 201204, China
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    References(23)

    [16] Goodfellow I, Bengio Y, Courville A[M]. Deep learning(2016).

    [21] Der Maaten L V, Hinton G E. Visualizing data using t-SNE[J]. Journal of Machine Learning Research, 9, 2579-2605(2008).

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    Zi HUI, Li YU, Huan ZHOU, Lin TANG, Jianhua HE. X-ray crystallography experimental data screening based on convolutional neural network algorithms[J]. NUCLEAR TECHNIQUES, 2023, 46(3): 030101

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    Paper Information

    Category: Research Articles

    Received: Oct. 28, 2022

    Accepted: --

    Published Online: Apr. 17, 2023

    The Author Email:

    DOI:10.11889/j.0253-3219.2023.hjs.46.030101

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