Energy Environ. Sci., 2026, Advance Article
DOI: 10.1039/D6EE02209J, Paper

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Chen Liang, Shengyu Tao, Chunqiu Xia, Xinghao Huang, Hang Hu, Rui Wang, Daoyi Dong, Ziyang Lyu, Guangmin Zhou, Huadong Mo
DELTA enables rapid inline quality grading of commercial lithium-ion batteries using early-cycle data and limited labels, reducing dependence on long-cycle testing while maintaining transferable assessment across materials and operating conditions.
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Energy Environ. Sci., 2026, Advance Article
DOI: 10.1039/D6EE02570F, Paper

Yiming Zhang, Jiaxiang Zhao, Bosi Huang, Runhua Gao, Wenqiang Fang, Xinyu Luo, Kang Ma, Ming Yang, Jie Sun, Guangmin Zhou
Molecular orchestration based on complementary charge engineering enables mutually reinforcing electrolyte chemistry, modulating solvation structure and synchronously stabilizing dual interphases for lithium metal batteries exceeding 500 Wh kg⁻¹.
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