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Ruifeng-Tan/README.md

Biography

Ruifeng Tan is an incoming Postdoctoral Fellow in the Department of Mechanical and Aerospace Engineering at The Hong Kong University of Science and Technology, where he will work with Prof. Tianlong Zhang.

He obtained his Ph.D. in Sustainable Energy and Environment from The Hong Kong University of Science and Technology (Guangzhou), under the supervision of Prof. Tong-Yi Zhang, Prof. Jiaqiang Huang, and Prof. Jia Li. Previously, he obtained his B.Eng. in Computer Science and Technology from Wuhan University in 2022.

  • 🔭 His research focuses on materials informatics, particularly battery degradation prediction, including battery life prediction, degradation trajectory forecasting, and state-of-health estimation, as well as AI-driven materials optimization.
  • 💻 He has contributed to or advised open-source projects including BatteryLife, BatteryML, Time-Series-Library, and Bgolearn.
  • 📝 He serves as a reviewer for KDD, Applied Energy, IEEE Transactions on Industrial Electronics, Journal of Power Sources, and Journal of Energy Storage.
  • 📚 More information about his research is available on his personal website and Google Scholar profile.
  • 📫 He can be contacted at rtan474@connect.hkust-gz.edu.cn.

Pinned Loading

  1. BatteryLife BatteryLife Public

    The official BatteryLife repository

    Jupyter Notebook 323 55

  2. BatteryMFormer BatteryMFormer Public

    The official BatteryMFormer repo

    Python 37 2

  3. PBT PBT Public

    The official repo for Pretrained Battery Transformer

    Python 19 6

  4. MAGNet MAGNet Public

    official implementation for MAGNet

    Jupyter Notebook 13 1

  5. thuml/Time-Series-Library thuml/Time-Series-Library Public

    A Library for Advanced Deep Time Series Models for General Time Series Analysis.

    Python 12.8k 2k

  6. microsoft/BatteryML microsoft/BatteryML Public

    Jupyter Notebook 786 190