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Author

Fukun Bi

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Review Aug 2026

MOF-based catalysts for VOC oxidation: thermocatalysis, photocatalysis, and photothermal catalysis.

Volatile organic compounds (VOCs) are major precursors of ozone and fine particulate matter, posing significant risks to both environmental quality and human health. Catalytic oxidation is widely regarded as one of the most effective approaches for VOC abatement; however, the rational design of efficient catalysts rema...

Shuchen Liu, Qinye Fang, Jin-Ming Luo et al. · 0 citations
Aug 2026

Machine-learning-guided prediction and mechanistic insights into support-acidity-regulated N2 selectivity over cu-based catalysts for acetonitrile oxidation.

Selective conversion of nitrogen-containing species into harmless molecular nitrogen (N2) remains a key challenge in the catalytic oxidation of nitrogen-containing volatile organic compounds (NVOCs). Machine learning (ML) provides an effective approach for predicting catalytic performance and identifying key descriptor...

Haotian Hu, Ying Wang, Zihao Zhai et al. · 1 citation

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