Chinese Journal of Liquid Crystals and Displays, Volume. 40, Issue 5, 685(2025)

Recent advances in data-driven research on liquid crystal materials

jie LIU1,2, QI ji1,2, Shiyan GAO1,2, Wenyi CHEN1,2, Yuexin SUI1,2, Zemin HE1,2, Haiyan YANG1,2, and Zongcheng MIAO1,3、*
Author Affiliations
  • 1Shaanxi Key Laboratory of Liquid Crystal Polymer Intelligent Display,Technological Institute of Materials & Energy Science(TIMES),Xijing University,Xi'an 710123,China
  • 2Key Laboratory of Liquid Crystal Polymers based Flexible Display Technology in National Petroleum and Chemical Industry,School of Electronic Information,Xijing University,Xi'an 710123,China
  • 3School of Artificial Intelligence,Optics and Electronics(iOPEN),Northwestern Polytechnical University,Xi'an 710072,China
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    References(62)

    [1] GOODBY J W, COLLINGS P J, KATO T et al[M]. Handbook of Liquid Crystals(2014).

    [29] WANG X, LI K, XU M J et al. Improved remote sensing image classification algorithm based on deep learning[J]. Journal of Computer Applications, 39, 382-387(2019).

    [34] SUN G L, TANG X L. A semi-supervised learning algorithm based on a hierarchical GMM[J]. Journal of Computer Research and Development, 41, 156-161(2004).

    [35] FAN X L, FENG H H, YUAN M. PCA based on mutual information for feature selection[J]. Control and Decision, 28, 915-919(2013).

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    jie LIU, QI ji, Shiyan GAO, Wenyi CHEN, Yuexin SUI, Zemin HE, Haiyan YANG, Zongcheng MIAO. Recent advances in data-driven research on liquid crystal materials[J]. Chinese Journal of Liquid Crystals and Displays, 2025, 40(5): 685

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    Paper Information

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    Received: Feb. 11, 2025

    Accepted: --

    Published Online: Jun. 18, 2025

    The Author Email: Zongcheng MIAO (miaozongcheng@nwpu.edu.cn)

    DOI:10.37188/CJLCD.2025-0028

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