Kate Bosworth and Michael Polish
08/04/2011 at 03:00 PM EDT
So long, Alexander. Hello, Michael.
, who recently split
from True Blood
star Alexander Skarsgard, has a new beau, PEOPLE has learned.
The 28-year-old actress stepped out with director Michael Polish Wednesday night to catch Coldplay at the Samsung and AT&T Summer Krush concert at the Los Angeles Tennis Center at UCLA. The pair were incredibly close (even kissing!) throughout the show, according to a source, and Polish had his hands around her waist during several songs.
The identical twin brother of his sometime filmmaking collaborator Mark, Polish, 40, is currently directing Bosworth in Big Sur
, the film adaptation of the novel by Jack Kerouac.
He is also the director of several films including The Astronaut Farmer
and Twin Falls, Idaho
, in which he also costarred with his brother.
With reporting by JESSICA WEDEMEYER