Author

Guo-Zhao Fang

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Sep 2026

Machine-Learning-Guided Molecular Design for Dynamic Self-Activating Interface toward Ah-Level Anode-Free Zn–I2 Pouch Cells

Anode-free Zn batteries are attractive for zero-excess-Zn operation and maximized anode utilization, but reversible high-areal-capacity Zn plating/stripping over large hostless interfaces remains difficult, especially in Ah-level Zn–I2 pouch cells where polyiodide shuttling accelerates capacity decay and corrodes the...

Jia Wu, Shan Guo, Yu-Ren Liu et al. · Journal of the American Chem... · 0 citations

Sep 2026

Machine Learning-Driven Alloy Anode Accompanied by Interfacial Kinetic Compensation Design Toward High-Rate Zinc Pouch Cells.

Developing practical aqueous zinc metal batteries is crucial for safe grid energy storage. However, zinc anode imposes severe interfacial mass transfer and kinetic bottlenecks at high rates and high capacities, driven by thermodynamically competitive hydrogen evolution reaction and significant polarization. In this wor...

Ming-Zhu Li, Sheng-Wei Du, Shu-Quan Liang et al. · Angewandte Chemie · 0 citations

2026

Curvature-Engineered Porous Collectors for Power Generation from Industrial Metal Dusts

For the first time, hazardous industrial metal polishing dusts are dispersed in a porous current collector and directly used as the anode of metal-air batteries for electricity generation. Using commercial...

Yu Bai, Yingbi Chen, Yuchao Wang et al. · Energy & Environmental S... · 4 citations