Herring, Patrick K.

Data-driven prediction of battery cycle life before capacity degradation

Severson, K. A., Attia, P. M., Jin, N., Perkins, N., Jiang, B., Yang, Z., Chen, M. H., Aykol, M., Herring, P. K., Fraggedakis, D., et al. (2019) · Nature Energy

Battery Modeling and ManagementAdvancements in Battery Materials

Cited by 3,228

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

Attia, P. M., Grover, A., Jin, N., Severson, K. A., Markov, T. M., Liao, Y.-H., Chen, M. H., Cheong, B., Perkins, N., Yang, Z., et al. (2020) · Nature

Battery Modeling and ManagementMachine Learning in Materials Science

Cited by 1,180

Network analysis of synthesizable materials discovery

Aykol, M., Hegde, V. I., Hung, L., Suram, S., Herring, P., Wolverton, C., & Hummelshøj, J. S. (2019) · Nature Communications

Machine Learning in Materials ScienceComputational Drug Discovery Methods

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