Rational function ridge regression in kinetic modeling: A case study

► Catalytic esterification can be modeled using rational function ridge regression. ► Rational function ridge regression (RRR) suits well for modeling differentiated data. ► RRR provides a fast tool for reaction modeling, e.g. for reactor optimization.