Thumb on the E string unless you're playing it, nice and simple.
I wish I had thought to mention that. Your thumb can stop the both E and A string in addition, when plucking D or G. Heck it can stop D too...
On Scott's Bass, he says to use curled fingers.
curled to fret , flatten to mute.