Nature Communications

Machine learning-assisted kinetic matching model for rational electrode design in aqueous zinc-ion batteries

• Qian Xie
• Yurong You
• Dingshuo Qiao
• Huan Xia
• Hanning Zhang
• Song-Zhu Kure-Chu
• Tomasz Wejrzanowski
• Tao Shui
• Wei Zhang
• ZhengMing Sun

2025-12-25

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DOI https://doi.org/10.1038/s41467-025-67996-8