Author

Misheng Cai

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Review Open access Aug 2026

From Task-Specific AI to Battery Foundation Models

Challenges in data fragmentation, validation, interpretability, and computational sustainability are discussed, and a roadmap toward responsible BFMs and integrated battery-domain ecosystems across the lifecycle is outlined.

Jingyuan Zhao, Misheng Cai, Yu-Qi Li et al. · Journal of the Electrochemic... · 0 citations