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Nina Prakash

National Renewable Energy Laboratory

1617 Cole Blvd.

Golden, CO 80401-3393

United States

  • National Renewable Energy Laboratory

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Scholarly Papers (1)

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Predicting Si-Anode Calendar Life Using Machine Learning: Correlating Electrolyte Properties and Electrochemical Signals

Number of pages: 40 Posted: 16 Jun 2025
Maxwell C. Schulze, Nina Prakash, Kevin L. Gering, Andrew Colclasure and Peter J. Weddle
National Renewable Energy Laboratory, National Renewable Energy Laboratory, Government of the United States of America - Energy Storage & Electric Transportation Department, National Renewable Energy Laboratory - Energy Conversion and Storage Systems Center and National Renewable Energy Laboratory - Energy Conversion and Storage Systems Center
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Li-ion battery, Si anode, calendar-life, Advanced Electrolyte Model (AEM), XGBoost