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XinyuanLiao/README.md

Hi, I'm Liao Xinyuan （廖鑫源） 👋

  • 🤔 I received a B.Eng. degree in Computer Science and Technology from Ocean University of China (OUC), and an M.Eng. degree in Information and Communication Engineering at the School of Electronics and Information, Northwestern Polytechnical University (NWPU).
  • 🔭 I’m currently working toward a PhD degree in the Department of Electrical and Electronic Engineering, The Hong Kong Polytechnic University (PolyU).
  • 🌱 My research interests include power electronics, physics-informed machine learning, and condition monitoring.

Xinyuan's GitHub stats

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  1. AttnPINN-for-RUL-Estimation AttnPINN-for-RUL-Estimation Public

    A Framework for Remaining Useful Life Prediction Based on Self-Attention and Physics-Informed Neural Networks

    Python 97 11

  2. ms140429/pfNDM ms140429/pfNDM Public

    Explainable neural dynamic model for motor temperature prediction

    C 7 1

  3. ComplexNDM ComplexNDM Public

    📕Code for paper Parallelizable Complex Neural Dynamics Models for PMSM Temperature Estimation with Hardware Acceleration.

    Python 5