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rdbraatz / data-driven-prediction-of-battery-cycle-life-before-capacity-degradation

Code for Nature energy manuscript
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Does anyone have the code for feature extraction？ #18

Closed YouzhiHe closed 3 years ago

YouzhiHe commented 3 years ago

I am a student. I want to use the dataset from this Nature Energy article. The data set is relatively large, and the author only provides part of the preprocessing code, which cannot be directly used for machine learning prediction. So I want to know if anyone can share your preprocessing and feature extraction code? If you can provide it, it would be greatly appreciated!

petermattia commented 3 years ago

Hi @YouzhiHe, unfortunately the full code requires an academic license to access due to patent concerns :(

I wrote a new paper with Kristen on this work, which has fully open code and data. Perhaps this could be a starting point for you and others. https://github.com/petermattia/revisit-severson-et-al

Closing for now.

YouzhiHe commented 3 years ago

Thank you very much for answering my questions in your busy schedule. I have noticed your new paper and my problem has been solved. Thank you!