Energy Environ. Sci., 2026, Advance Article
DOI: 10.1039/D6EE02521H, Paper

Kai Liu, Hao Yang, Anquan Zhu, Jiapei Li, Haochen Huang, Jiaze Yuan, Tian Zhang, Yin Zhou, Chuhao Luan, Guoqiang Gan, Dewu Lin, Kunlun Liu, Dongyu Feng, Yicai Pan, Shuyu Bu, Tao Cheng, Guo Hong, Wenjun Zhang
The developed Lewis acidic molecular additive enables synchronous anion immobilization and decomposition, yielding a stable SEI layer, effective cation–anion decoupling, and accelerated Zn²⁺ transport kinetics.
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Energy Environ. Sci., 2026, Advance Article
DOI: 10.1039/D6EE01214K, Paper

Jinfeng Li, Tao Lu, Ruize Wang, Shiqi Wang, Wei Jiang, Binhan Lv, Yan Gao, Tian Zhang
Deep learning-guided virtual screening identifies a hydrogen-bonding polymer additive (O-PU) that induces a low-entropy nanocrystalline network in polyimide, delivering a record discharged energy density of 5.99 J cm⁻³ with >90% efficiency at 250 °C.
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