DOI: 10.1039/d6ta06203b ISSN: 2050-7488

AI-enabled 3D-printed electrodes with low-tortuosity three-dimensional ion transport networks for enhanced reaction kinetics

Xianchao Wang, Rongming Liu, Jiabo Wang, Tong Zhang, Yi Zeng, Xiaoshan Huang, Ruichuan Zhang, Yucai Li, Lin Pang, Yijun Liu

AI-guided DIW and directional freezing create hierarchical LFP cathodes with low-tortuosity ion pathways. This design enables rapid Li + transport, yielding ∼10 mAh cm −2 at 71.16 mg cm −2 to overcome the thick-electrode energy–power trade-off.

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