The model's predicted endpoint, manganese, sulfur, oxygen, and aluminum content, agreed with plant data. This efficient model is a valuable guiding tool for ladle steelmaking industries with a 10–15 ton capacity.doi:10.1007/s11837-024-06766-1Prasenjit Singha...