As part of a final project for CBE 143. Computational Methods in Chemical Engineering at UC Berkeley.
Publicly-available dataset from Richard Braatz: https://github.com/rdbraatz/data-drivenprediction-of-battery-cycle-life-before-capacity-degradation.
The code in this repository is associated with the paper Severson et al. Data-driven prediction of battery cycle life before capacity degradation. Nature Energy volume 4, pages 383– 391 (2019). The data is available at https://data.matr.io/1/.