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Patents

  1. 01Granted

    Method, Apparatus, Device, and Storage Medium for Root-Cause Reasoning of Communication Network Data Anomalies

    Qizhe Li, Guangxu Zhu, et al.

    CN202610603620.7 · CN122137729B

    An agent-based reasoning method that uses large language models to trace the root causes of user-experience anomalies in communication networks.

    View on CNKI
  2. 02Granted

    Training Method, Apparatus, Device, and Medium for a Network Poor-Quality Root-Cause Identification Model

    Qizhe Li, Haolong Chen, et al.

    ZL202511903863.4 · CN121357036B

    A training framework for identifying the root causes of poor network quality from operational network data and structured diagnostic knowledge.

    View on CNKI · Patent record
  3. 03Granted

    Method and Apparatus for Uncertainty Propagation of Radome Electromagnetic Performance

    Hanyan Huang, Qizhe Li, et al.

    CN116451570B

    A data-driven method for propagating input uncertainty through radome models and efficiently estimating uncertainty in electromagnetic performance.

    View on CNKI · Patent record
  4. 04Granted

    Method and Apparatus for Predicting the Effects of Ablation on the Electromagnetic Performance of High-Speed Aircraft Radomes

    Hanyan Huang, Shan Xie, Zecong Liu, Qizhe Li, et al.

    CN116562124B

    A multi-fidelity surrogate-modeling approach that combines ablation-stage, transmission-stage, and system-level data for rapid electromagnetic-performance prediction.

    View on CNKI · Patent record