Author

Jia-Yue Tang

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Open access 2026

Unraveling anomalous capacity degradation and its alleviation in high-voltage anode-free sodium batteries

Herein, the high-voltage oxidation pathways of ether were unraveled and their decomposition was redirected via activated solvation to stabilize anode-free sodium batteries.

Jie Shi, Jia-Yue Tang, Hong-Ting Du et al. · Energy & Environmental S... · 0 citations

#machine learning Preprint Sep 2026

Prototype-guided transfer of sparse literature knowledge for electrolyte additive discovery

A prototype-guided molecular intelligence, ProtoMI, is developed, a literature-driven framework that learns transferable structural priors from reported electrolyte additives and uses them to prioritize candidates in unlabeled chemical space.

Weixiang Hong, Hongxuan Du, Jia-Yue Tang et al. · 0 citations