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Experimental datasets and associated code are available below for select publications.
Vlijmen et al. EES (2025). Constant Current Cycling
Publication:
Aging matrix visualizes complexity of battery aging across hundreds of cycling protocols
Dataset
Code Repository
Lam et al. Joule (2025). Calendar Aging
Publication:
A decade of insights: Delving into calendar aging trends and implications
Dataset
Code Repository
Geslin et al. Nature Energy (2024). Dynamic Cycling
Publication:
Dynamic cycling enhances battery cycle life
Dataset
Code Repository
Cui et al. Joule (2024). Formation
Publication:
Data-driven analysis of battery formation reveals the role of electrode utilization in extending cycle life
Dataset
Code Repository
Attia et al. Nature (2020). Fast Charging Optimization
Publication:
Closed-loop optimization of fast-charging protocols for batteries with machine learning
Dataset
Code Repository
Severson et al. Nature Energy (2019). Early Cycle Life Prediction
Publication:
Data-driven prediction of battery cycle life before capacity degradation
Dataset
Code Repository
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