Machine learning of polyurethane prepolymer viscosity: a comparison of chemical and physicochemical approaches

A dual machine learning framework predicts polyurethane prepolymer viscosity using either chemical composition or physicochemical descriptors, balancing accuracy for known chemistries with generalizability to new formulations.