There are two artists who use "Eugenius" 1. Eugenius was an important and influential “Pop Rock” band from Scotland, that existed from 1990-1995. Eugenius was a four person band, although the band members were changed several different times. The Members were: Eugene Kelly, Guitar and Vocals. Gordon Keen: Guitar. Andy Bollen: Drums. Joe McAlinden: Bass, Violin. Raymond Boyle: Bass. James seenan: Bass. Brendan o' Hare: Drums. Francis MacDonald: Drums. Roy Lawrence: Drums.