Sam and Aaron Taylor-Johnson
06/22/2012 AT 09:00 PM EDT
06/22/2012 AT 05:45 PM EDT
Sam Taylor-Wood and Aaron Johnson have taken their romance to the next level.
The couple, who have been together since meeting on the set of Taylor-Wood's directorial debut Nowhere Boy
and got engaged in October 2009, were married on Thursday in Somerset, England, they confirm to the Associated Press.
Taylor-Wood wore a dress by Sarah Burton for Alexander McQueen, while Johnson wore a suit by Tom Ford. Both husband and wife will now use the surname Taylor-Johnson.
Johnson, 22, who starred in Kick-Ass
and will next appear in Anna Karenina
, and Taylor-Wood, 45, are parents to two daughters together – Romy
, 5 months, and Wylda, 2 next month
Of their age difference, Johnson has said, "I'm an old soul and she's a young soul. We don't see an age gap, we just see each other."
This is the second marriage for the director, who also has two daughters with ex-husband Jay Jopling.