Yes, you can. But it’s not possible with all girls. If my memory serves me right, after completing a certain quest in the game, you’ll get a side quest called “Talk to Astra about pregnancy,” and after that, pregnancy will become available with all the girls with whom it’s possible and with whom the relationship allows it.