Addressing the Observability Problem in Batteries: Algorithm Design for Electrode-level Charge and Health Estimation. - Sara Sattarzadeh; Satadru Dey; Andrew M. Colclasure; Kandler Smith (ACC, 2020)

From Battery Cell to Electrodes: Real-Time Estimation of Charge and Health of Individual Battery Electrodes. - Satadru Dey; Ying Shi 003; Kandler Smith; Andrew M. Colclasure; Xuemin Li (IEEE Trans. Ind. Electron., 2020)

PINN surrogate of Li-ion battery models for parameter inference. Part I: Implementation and multi-fidelity hierarchies for the single-particle model. - Malik Hassanaly; Peter J. Weddle; Ryan N. King; Subhayan De; Alireza Doostan; Corey R. Randall; Eric J. Dufek; Andrew M. Colclasure; Kandler Smith (CoRR, 2023)

PINN surrogate of Li-ion battery models for parameter inference. Part II: Regularization and application of the pseudo-2D model. - Malik Hassanaly; Peter J. Weddle; Ryan N. King; Subhayan De; Alireza Doostan; Corey R. Randall; Eric J. Dufek; Andrew M. Colclasure; Kandler Smith (CoRR, 2023)