Jongsuk Ro

Topological indices from M-polynomials for machine learning prediction of drug lipophilicity

Accurate prediction of physicochemical properties such as the octanol-water partition coefficient’s logarithm (LogP) is critical in early-stage drug development. This study presents a novel and interpretable computational framework that integrates symbolic graph-theoretical descriptors, specifically topological indices...