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Sep 2026

Influence of Acidic Sites and Cu Loading on Plasma-Catalytic CO2 Hydrogenation to Methanol

Plasma-catalytic CO2 hydrogenation offers a promising route to methanol synthesis under near-ambient temperature and pressure by enabling nonequilibrium activation of CO2 and H2. However, the catalyst surface properties that govern methanol selectivity and yield under dielectric barrier discharge (DBD) plasma conditi...

Miao Miao, E. Hoque, Yao-Ling Wang et al. · 0 citations
Sep 2026

Beyond Funnel-Style High-Throughput Screening: An Expert-Guided Multi-Scale Nexus for Polynary Perovskite Electrocatalyst Exploration

Navigating the vast compositional landscape of polynary oxide electrocatalysts is traditionally limited by funnel-style screening paradigms that treat high-fidelity data as binary gates rather than informative training signals. Here, we present an expert-guided multiscale framework for Pr–Sr–Co-Fe perovskites. By int...

Si-Yu Ma, Hong-Yuan He, Yu-Xiang Cai et al. · 0 citations

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