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Zhi-Jun Liu

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Open access Jul 2026

Mechanistically Interpretable Artificial Intelligence for Designing Oxygen Electrocatalysts

Two‐Stage Material Screening (TSMS) is developed, an AI‐driven framework that integrates density functional theory (DFT) computations, an active‐learning‐guided experimental feedback loop, and mechanistic interpretation to enable rapid discovery and systematic evaluation of promising electrocatalysts.

Xueyu Hu, Yucun Zhou, Haoyu Li et al. · 0 citations