If the raid clock has expired, you can't get back in. Otherwise it may work, but I'd never say "without any problems". The whole raid process is pretty glitchy, almost anything can happen. Especially if your signal strength is weak.
Last raid my app froze while I was in the lobby. I restarted and re-entered the battle as it was ending, still got a chance to toss balls and watch Lugia flee. I also got a TM and 13K XP, so much better than nothing at all.