LI, Zhao; LIN, Zixin; DING, Donghui; ZHONG, Yichen; WANG, Biao; XU, Haitao; CAI, Peng. LiBrain: LLM-Powered Li-ion Battery Diagnostics with Time-Series-Aware Retrieval-Augmented Framework for E-bikes. Proceedings of the AAAI Conference on Artificial Intelligence, [S. l.], v. 40, n. 47, p. 40045–40053, 2026. DOI: 10.1609/aaai.v40i47.41439. Disponível em: https://ojs.aaai.org/index.php/AAAI/article/view/41439. Acesso em: 24 may. 2026.