Author

Jun Liu

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Review Open access Aug 2026

Gel Electrolytes for Flexible Zinc‐Air Batteries: Design, Challenges, and Perspectives

Flexible zinc‐air batteries (FZABs) have emerged as promising candidates for next‐generation flexible electronics and large‐scale energy storage. However, dendrite growth, interfacial side reactions, and electrolyte leakage severely limit their cycle life and energy density. This review systematically summarizes recent...

Yapeng Cao, Tengteng Gu, Yu-Qiong Wen et al. · Advancement of science · 1 citation

Review Sep 2026

Artificial Intelligence for Functional Battery Materials: From Multimodal Mechanism Mining to Closed‐Loop Autonomous Optimization

Artificial intelligence (AI) is reshaping battery‐materials research, but its value extends beyond prediction accuracy on static datasets. Functional battery materials involve strongly coupled chemical, structural, electrochemical, interfacial, and processing variables, requiring contextualized data, mechanistic cred...

Zhi-Qiang Wang, Yang Zhou, Wu Song et al. · Advanced Functional Material... · 0 citations