My research centers on data-driven modeling using the state representation approach. By harnessing vast datasets. This methodology not only pinpoints essential parameters from the data but also facilitates the simulation of battery behavior across diverse scales and chemistries. The state representation technique illuminates the nuanced dynamics inherent to different battery compositions. With the advanced approach, I aim to advance our understanding and optimization of efficient and reliable battery systems across a spectrum of chemistries.

Energy storage battery system modeling