Can you leave the museum for the train ride across the way and come back without a re-entry fee?

Yes you can all within the same day

yes

They cooperate

Yes, we did the same. Toured about half the museum went out and took the train then returned back to the museum. Outstanding day!

Yes, you can do that

Yes, the admission is good for the whole day.