This cluster of papers focuses on the development, application, and optimization of thermochemical software and databases in metallurgical processes, particularly in the context of steel casting, slag chemistry, inclusion control, solidification modeling, mold fluxes, and heat recovery. The research encompasses a wide range of topics such as thermodynamic modeling, phase equilibrium, fluid flow, and the utilization of waste heat in the steelmaking industry.