The New War Department Building is now called the Harry S Truman Building .
Groves soon decided to establish his project headquarters on the fifth floor of the New War Department Building ( now known as the Harry S Truman Building ) in Washington , D.C. , where Marshall had maintained a liaison office .
Leslie Groves