Closed-loop optimization of fast-charging protocols for batteries with machine learning

Peter M. Attia, Aditya Grover, Norman Jin, Kristen A. Severson, Todor M. Markov, Yang-Hung Liao, Michael H. Chen, Bryan Cheong, Nicholas Perkins, Zi Yang, Patrick K. Herring, Muratahan Aykol, Stephen J. Harris, Richard D. Braatz, Stefano Ermon, William C. Chueh. Closed-loop optimization of fast-charging protocols for batteries with machine learning. Nature, 578(7795):397-402, 2020. [doi]

Authors

Peter M. Attia

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Aditya Grover

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Norman Jin

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Kristen A. Severson

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Todor M. Markov

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Yang-Hung Liao

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Michael H. Chen

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Bryan Cheong

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Nicholas Perkins

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Zi Yang

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Patrick K. Herring

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Muratahan Aykol

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Stephen J. Harris

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Richard D. Braatz

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Stefano Ermon

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William C. Chueh

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