“…The mixture of oxygen, nitrogen, argon, and natural gas (or other hydrocarbons) with adjustable composition is blown into the furnace through bottom tuyeres. [1,2] Its operations have indicated the advantages in terms of high decarbonization rate, high chromium yield, low argon consumption, and high furnace age, etc. [3][4][5][6] In recent years, physical and mathematical simulations have been widely used to study the fluid flow and transport phenomena in metallurgical reaction vessels, such as converters and ladles.…”