Ning Li

Machine learning-based optimization strategy for comprehensive toxicity regulation in catalytic ozonation systems.

Heterogeneous catalytic ozonation mitigates aquatic toxicity, yet comprehensive regulation strategies encompassing catalyst properties, reaction conditions, and pollutant molecular descriptors remain largely unexplored. In this study, three feature categories were quantitatively correlated with comprehensive toxicity u...