• Stars
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    5
  • Rank 2,857,661 (Top 57 %)
  • Language
    Python
  • License
    MIT License
  • Created 9 months ago
  • Updated 9 months ago

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Repository Details

Unveiling a Gaussian process machine learning model to predict Li-ion battery health (SOH) and remaining life (RUL). Leveraging impedance spectroscopy data from Zenodo and inspired by the Nature paper "Identifying degradation patterns of lithium-ion batteries". Implemented in Python using Matplotlib and Numpy.