After filming movies halfway around the world from each other, Brad Pitt and Angelina Jolie are back together again. PEOPLE reports Pitt was seen Thursday at the VIP terminal of the Ferihegy International Airport in Budapest with two-year-old twins Knox and Vivienne in tow.

Jolie's been getting settled in Hungary where she's filming her still-untitled directorial debut film. Filming officially started a week ago in a Budapest orphanage. The movie, which will also be Jolie's first screenwriting credit, is a romance set during the '90s Bosnian war.

Pitt, 46, arrived from Boston where he's been filming of his upcoming movie 'Moneyball.'