@article{pinnsurrogateofliionbatterymodelsfor1, title = {PINN surrogate of Li-ion battery models for parameter inference. Part I: Implementation and multi-fidelity hierarchies for the single-particle model}, author = {Malik Hassanaly and Peter J. Weddle and Ryan N. King and Subhayan De and Alireza Doostan and Corey R. Randall and Eric J. Dufek and Andrew M. Colclasure and Kandler Smith}, year = {2023}, eprint = {2312.17329}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2312.17329v3}, }