Author

Yonggang Yao

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Open access Aug 2026

Scalable hydrogen-bonded organic framework-based membranes for efficient ultra-high PFOA adsorption

Per- and polyfluoroalkyl substances (PFAS), such as perfluorooctanoic acid (PFOA), pose severe environmental and health risks owing to their persistence and widespread contamination of water resources. Their effective removal from water, however, remains challenging due to the difficulty of simultaneously achieving hig...

Zhangjie Gu, Yi Li, Hongbing Li et al. · Chemical Science · 0 citations

Aug 2026

Quantifying Categorical Catalyst Descriptors for CO2 Methanation Design via CatBoost-Based Interpretable Machine Learning

An interpretable Categorical Boosting model using native categorical encoding (CatBoost-NCE) was applied to a dataset containing 4026 experimental entries and provides a reliable tool for the data-driven discovery of heterogeneous catalysts.

Peixuan Xue, Ying Liu, Jiageng Xia et al. · ACS Catalysis · 0 citations