The Bruce Almighty star and screenwriter Adam Beason have mutually agreed to separate, according to People.com.
The couple has two children together - eight-year-old daughter Gemma and one-year-old son Ronan.
Bell's representative says, "They remain great friends. They're committed to raising their two children together."
The couple also runs production company DaVinci Films.