Physics-guided multi-objective mixture optimization for functional cementitious composites containing microencapsulated phase changing materials

•A physics-guided optimization procedure is developed for the mixture design of functional cementitious composites.•Physics-based models are used to elucidate the composition-structure–property correlations.•A multi-attribute decision-making process is developed to account for competing performance and cost indices.