Olivia Wilde and Harry Styles are having a wrap party for two. 

Although the couple just finished filming their 1950s-era movie Don't Worry Darling, their love story continues.

A source close to Olivia exclusively tells E! News the stars spent their final week of filming in the desert near Barstow, Calif., last week before hopping on a plane to London together on Tuesday, Feb. 16.