Supernovae were named because they were objects that appeared to be bright
'new' stars, that hadn't been observed before in the well-known heavens.
Of course, the name is actually a bit ironic, since supernovae are
actually stars at the end of their life cycle, stars that are going out
with a bang, so to speak.