FX artist Steve Johnson posted some of the concept art on his Facebook page.
The funny thing is it looks a lot like the costumes for the Superman reboot Man of Steel. Go figure.
Designs of Doomsday
Kryptonian costumes
Update: At least one artist is Constantine Sekeris http://www.constantineconceptsinc.com/
Learn more about Steve Johnson here: