DOI: 10.1039/d6ta03640f ISSN: 2050-7488
Machine learning-guided design principles for single-atom catalysts in persulfate-based advanced oxidation processes
Zijun Kong, Huayue Kang, Shibo Gao, Meng Du, Hongda Zhang, Yidi Chen, Nanqi RenThis review highlights a closed-loop ML workflow for SAC design in PS-AOPs, integrating descriptors, prediction, validation, and feedback optimization for wastewater treatment.