Yeah,Its possible,it runs on the psp fine,it'll run better on the gp2x cuz the gp2x has more ram and that'll be a big advantage over psps 32 mb ram,noting that Openmugen requires large amount of memory.
On another note,Just like xnopasaranx said
OpenMugen