They're generally accepted as having been located (if they existed) at the southern end of the Dead Sea. (I have also heard a theory that the name Qumran (located at the northern end of the Dead Sea) originated from "Gomorrah", though given Qumran was settled nearly two thousand years later, that's plenty of time for mix-ups to have happened.)