They're commonly known as "closed cities". You can read up more here: http://en.wikipedia.org/wiki/Closed_city
Btw, cities like that are also commonly called "scinetific cities" ("naukograds"), though "naukograds" are not necessarily closed and don't have to do nuclear physics research.