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shiyunliu-battery/README.md

Hi there 👋

I am a battery systems researcher working on research software, data infrastructure, and diagnostic methods for advanced energy storage systems.

My work sits at the intersection of experimental battery characterisation, electrochemical modelling, statistical learning, and battery management. I develop tools for organising battery datasets, standardising cycler exports, fitting electrochemical impedance spectra, and building reproducible workflows for degradation analysis, SOC/SOH estimation, and pack-level diagnostics.

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  1. Iontech Iontech Public

    Open-Source Battery Monitoring & Modeling Resources

    119 18

  2. batterylab.online batterylab.online Public

    Python 1

  3. Battery-EIS-Fit Battery-EIS-Fit Public

    Python tools for electrochemical impedance spectroscopy fitting

    Python 1

  4. battery-data-standard battery-data-standard Public

    Python library and CLI for converting battery cycler exports into clean, analysis-ready CSV and Parquet files with intake QA.

    Python 6 1