British electronica duo the Chemical Brothers (Tom Rowlands and Ed Simons) will play a handful of U.S. shows in April, their first stateside tour in nearly three years. The pair's fourth full-length, "Come With Us" (Astralwerks), debuted in January at No. 32 on Billboard's album chart.

Notable DJs Pete Tong, Paul Oakenfold, Sasha and Digweed, and James Holroyd are scheduled to open the shows. The tour will close at the Coachella Valley Music and Arts Festival in Indio, Calif., where Oasis, Bjork, the Prodigy and Basement Jaxx are among the performers previously announced for the two-day festival.