The supercapacitor they created is planar, you don't need to layer multiple sheets, you just need to print it then deposit the gel-like electrolyte and put it together with some copper tape and klapton tape. It's written/explained in their paper:
http://www.sciencemag.org/content/335/6074/1326.abstract