Hi! Good day! I would like to know if we can buy the bullet train tickets from the airport?

Hi! Will it be possible to buy the ticket at the airport?
We are arriving at Beijing Airport at 12:05 am (morning) and we would like to take G605 at 7:00 am on the same day?
Until what time does the Airport ticket office operate?
Thank you.
James