Gas cutting machines, also known as oxy-fuel cutting machines, are used to cut through various materials, especially non-alloy steels like structural steel, by using a flame and a stream of oxygen. The machine preheats the metal to its ignition point using a fuel gas like propane or acetylene, and then a jet of oxygen is used to burn and melt the metal, creating a cut.