 The school would later, in 1924, become Radford College and then in 1979 would be renamed Radford University.The presence of a college brought even more attention to Radford, causing even more population growth.In 1940–1941 the US Military decided to build a manufacturing plant for gunpowder and other ammunition needed by the military.