The name comes from the sound it makes.

A Whoosh Bottle is the name that was given to this cool science experiment because of the whoosh sound it makes as the flame burns through the vapors.  This is a simple experiment that is done by using alcohol to coat the inside of the bottle and then setting it on fire.  WHOOSH.