Burn Out at the Hydrogen Bar is the debut studio album of industrial rock band Chemlab, released on March 22, 1993 by Fifth Colvmn and Metal Blade Records. It represents the band's only studio release via the label Metal Blade and was reissued by Invisible Records on November 30, 1999. Each "suture" is an instrumental piece splitting the main tracks apart. The track "Suicide Jag" was featured in the game Saints Row: The Third. The album was produced by Jeff "Critter" Newell and has been considered by critics to be a defining moment within the coldwave genre. In 2018 Chemlab embarked on a tour featuring Dead on TV and GoFight members Daniel Evans, Vince McAley, and Mike Love backing Louche to celebrate the twenty fifth anniversary of the Burn Out at the Hydrogen Bar.