I've done this a couple of times to my iPhone. It turned itself off, and showed a yellow triangle with a message stating that it was overheated, and would not operate until it had cooled down. Both times, it rebooted as soon as the temperature dropped.
However, if you have heated the iPad beyond its higher storage temperature, you may have caused irreparable damage to it.