You can, of course, not turn up to work. But that might well make you "unreliable" if you ask for a reference later. But it's not a problem, since a new employer giving a three month notice period will expect you to be on one at present.
(The notice period during the first 6 or 12 months is often less, eg 2-4 weeks.)