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2020

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

P. M. Attia, A. Grover, N. Jin, K. A. Severson, T. M. Markov, Y. Liao, M. H. Chen, B. Cheong, N. Perkins, Z. Yang, P. K. Herring, M. Aykol, S. J. Harris, R. D. Braatz, S. Ermon, W. C. Chueh. Closed-loop optimization of fast-charging protocols for batteries with machine learning. Nature578, 397-402 (2020).

Interpreting Tafel Behavior of Consecutive Electrochemical Reactions through Combined Thermodynamic and Steady State Microkinetic Approaches

J. T. Mefford, Z. Zhao, M. Bajdich, W. C. Chueh. Interpreting Tafel Behavior of Consecutive Electrochemical Reactions through Combined Thermodynamic and Steady State Microkinetic Approaches. Energy Environ. Sci.13, 622-634 (2020)

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