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Author

Yangping Sheng

2 papers indexed here

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Aug 2026

A Low-Cost, Scalable, and Integrated Hydrogen Electrode Toward Industrial-Grade Hydrogen Batteries.

Aqueous hydrogen batteries are promising candidates for large-scale energy storage because of their high reliability and long lifespan. However, their practical application remains hindered by hydrogen electrodes that suffer from insufficient catalytic activity, high cost, and limited scalability. Here, we develop an i...

Shunxin Tan, Peiyan Tong, Xu-Zhi Zhang et al. · 0 citations
Open access Sep 2026

Physics‐Guided Descriptors Enable Data‐Efficient Prediction of Battery Coulombic Efficiency

ABSTRACT Lithium metal batteries promise energy densities beyond 500 Wh kg−1; but their practical deployment remains limited by low Coulombic efficiency and uncontrolled electrolyte‐interface reactions. Here, we show that physics‐guided machine learning can identify the molecular origin of Coulombic efficiency (CE) fro...

Qintao Sun, Xue-Wei Gu, Yu-Lin Jie et al. · 1 citation

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