Since they are made from pieces of natural cork that are heated up, compressed and molded together to make a single cork I would say yes especially if you were planning on storing them for any real length of time.
Anything with natural cork requires a side laydown method. If you don't have racks to do that, you can always leave them in the case, close the top, and just lay them down that way too.