1. Introduction The sub-entry shroud (SES) is a critical refractory component in the continuous casting process, positioned between the ladle nozzle and the tundish or directly above the mold entry, depending on caster design. Its primary function is to protect molten steel from atmospheric re-oxidation, stabilize steel flow, and prevent slag entrainment during...