One can score the sheet with an X-acto blade, then bend the sheet several times and it will break along the score line. This is only good, of course, for straight cuts.
Even that will cause curling on edge. I don't know of any method of cutting arbitrary shapes that will not leave a curl. I flatten the sheet as much as possible, then sand or use a needle file to take the curl off.