The Milky Way doesn't have a scientific name. It's simply called the Milky Way.

However, astronomers sometimes use the term "the Galaxy" to refer to our Milky Way galaxy. It's understood that "the Galaxy" is a specific reference to our own galaxy, even though it is a generic term for any galaxy.