Aug 2026
Toxicity-guided assessment of disinfection by-products via machine learning and network toxicology.
A toxicity-guided and interpretable framework integrating molecular modeling, machine learning, network toxicology, and experimental characterization is developed to systematically predict and prioritize potentially high-risk disinfection by-products, supporting evidence-based water quality management.
Jie Wang, Zhujun Liu, Ruipeng Lai et al.
· Water Research · 0 citations