EC embodied carbon GA genetic algorithm RC reinforced concrete SCM supplementary cementitious material SLS serviceability limit state TS transfer share ULS ultimate limit state 1 INTRODUCTION Cement production accounts for a consistent share of global CO2 emissions, positioning the construction sector as a critical frontier for climate mitigation.1 As urban populations grow and demand for built infrastructure increases, the environmental burden of concrete construction is expected to rise...