Zi Yang

Best arm identification in multi-armed bandits with delayed feedback pdf

Stefano Ermon, Michael Chen, Stephen Harris, 2018, AISTATS.

Data-driven prediction of battery cycle life before capacity degradation

Kristen A. Severson, Peter M. Attia, Patrick K. Herring, 2019, Nature Energy.

Title : Data-driven modeling enables cycle life prediction for lithium-ion batteries using early-cycle data yet to exhibit capacity degradation

Kristen A. Severson, Peter M. Attia, Patrick K. Herring, 2019 .

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

Stefano Ermon, Richard D. Braatz, Muratahan Aykol, 2020, Nature.

Data-driven prediction of battery cycle life before capacity degradation

Kristen A. Severson, Peter M. Attia, Patrick K. Herring, 2019, Nature Energy.

BEEP: A Python library for Battery Evaluation and Early Prediction

Richard D. Braatz, Muratahan Aykol, Abraham Anapolsky, 2020, SoftwareX.

Best arm identification in multi-armed bandits with delayed feedback

M. Chen, Aditya Grover, Patrick Attia, 2018, AISTATS.