Machine learning-augmented photocatalysis: forecasting formaldehyde degradation efficiency with bayesian optimization-enhanced XGBoost in a POFs-activated NWP-PDA-RGO-TiO₂ filter system

SSRN Electronic Journal 2026 Preprint Open access

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Authors: Shuyi Du, Yunhe Li, Ruiqing Shen, Qiang Luo, Xiaotong Zhou, Jinshuo Yang, Weidong He, Jingxian Liu

DOI: 10.2139/ssrn.6036387

Cited by: 0

Fields of Study & Subjects

Machine Learning in Materials Science Indoor Air Quality and Microbial Exposure TiO2 Photocatalysis and Solar Cells