I always rotate the page and zoom till text width fills the page; one finger to scroll through the page, then scroll/move to the right side to see the black area with the "next" (>) arrow.
Well, it's not as straightforward as for epub, but it works. And, sooner or later (sooner, I hope), PDFs will die leaving room for the ePub!