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# PakaLi Battery Laboratory
*Hawaiʻi Natural Energy Institute (HNEI) · University of Hawaiʻi at Mānoa*
The PakaLi Battery Laboratory conducts research on battery performance, degradation, diagnosis, and prognosis.
Our work combines experimental testing, electrochemical modeling, and data-driven methods to better understand battery aging and support practical, non-invasive assessment of battery health.
This Hugging Face organization hosts research datasets and resources from the lab, including **shared work on battery data and machine learning**.
## Research areas
- Battery diagnosis and prognosis
- Electrochemical modeling
- Machine learning for batteries
- Battery testing and monitoring
- Battery pack modeling
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