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

Aqueous zinc-ion batteries offer inherent safety and low cost, yet performance is limited by unstable zinc metal negative electrodes and dissolution-prone positive electrodes, causing dendrite growth, sluggish ion transport, and rapid capacity decay.…

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