Bradley Cooper and Rachel McAdams
11/07/2013 at 03:00 PM EST
Is it just us, or would these two make an awfully cute couple – onscreen or off?
and Rachel McAdams
were photographed filming a scene for a new movie in Hawaii Wednesday, with Cooper, 38, gazing lovingly at McAdams, 34.
The stars, perhaps best known for their romantic starring roles in Silver Linings Playbook
and The Notebook
, are teaming up in an as-yet-untitled Cameron Crowe movie about an unlikely love story.
Cooper was recently photographed with another beautiful costar (and a very different hairdo
) on the set of American Hustle
This isn't the first time that Cooper and McAdams have shared the screen ... both had roles in the 2005 hit Wedding Crashers
According to Variety
, the costars' new movie is a romantic comedy also starring Emma Stone
and Danny McBride.