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Accelerated Electrolyte Engineering by Deep Learning: A Quaternary Ammonium Additive Enables Ultra-Stable Zinc Anodes

A deep learning framework screens quaternary ammonium additives to extend zinc anode cycling past 1800 hours by promoting uniform zinc deposition via interfacial accumulation.

Yaoyu Chen, Zhijie Xu, Jiaxuan Wang, Jun Ren and 7 more

Published Oct 2, 2026 · 0 citations

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AI panel: 8 of 20 reviewers recommend it
lenient 4/5
medium 4/10
strict 0/5