Thanks very much for checking. No, I haven't checked the Irish census, so will do that, thanks for the suggestion. Yes, it is a possibility they could have gone abroad, owing to the lack of further census.
Yes looks like a second marriage, to another Mary! Still no sign of them on the 1861.