Enhancing sodium percarbonate catalytic wet peroxide oxidation with artificial intelligence-optimized swirl flow: Ni single atom sites on carbon nanotubes for improved reactivity and silicon resistance

Chemosphere - Tập 346 - Trang 140606 - 2024
Chenxing Yao1,2, Jing Zhang3, Liansong Gao4, Chengyu Jin1,2, Shengzhe Wang1,2, Wenshuo Jiang1,2, Hanrui Liang5, Pan Feng1, Xianru Li1, Lei Ma3, Huangzhao Wei1, Chenglin Sun1
1Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China
2University of Chinese Academy of Sciences, Beijing, 100049, China
3Beijing Key Laboratory of Fuels Cleaning and Advanced Catalytic Emission Reduction Technology, College of Chemical Engineering, Beijing Institute of Petrochemical Technology, Beijing 102617, China
4Shenyang Jianzhu University, Shenyang,110168, China
5Guangxi Normal University, Guilin, 541006, China

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