@article{batteryagentsynergizingphysicsinformedin, title = {BatteryAgent: Synergizing Physics-Informed Interpretation with LLM Reasoning for Intelligent Battery Fault Diagnosis}, author = {Songqi Zhou and Ruixue Liu and Boman Su and Jiazhou Wang and Yixing Wang and Benben Jiang}, year = {2025}, eprint = {2512.24686}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.24686}, }