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Author

Jiannan Qi

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Open access Oct 2026

Facet‐Regulated MOF Nanosheets Enable Ion‐Selective Separators for Stable Lithium Metal Batteries

Lithium metal batteries are promising energy storage systems but suffer from dendrite growth and interfacial instability caused by uneven Li + flux and uncontrolled anion migration. Herein, we report a facet‐regulated strategy to construct ultrathin two‐dimensional metal‐organic framework (MOF) nanosheets for ion...

Jian-Nan Qi, Xue-Qing Zheng, Y.-S. Wan et al. · 0 citations
Aug 2026

Stability prediction of organic field-effect transistors by machine learning

A tailored machine learning pipeline for predicting and interpreting the stability of OFET devices is proposed, demonstrating the promise of ML in enhancing both predictive accuracy and mechanistic insight in organic electronics, enabling the rational design and rapid screening of stable OSCs and OFETs, and exemplifyin...

Jian-Nan Qi, Shutao Chen, Hui Liu et al. · 0 citations

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