As above, the vast majority of times you will not be asked for ID unless you check bags. However it would also be amidst of us not to mention that there is still a very small risk that they will ask you and you could be legitimately denied boarding in such circumstances.

The alternative is of course just taking the train, worth checking door to door travelling time as you may find it is quicker.