In September 1942, while attending the University of Michigan, Bursian enlisted in the U.S. Army Air Forces. He was an aircraft engineering crew chief with the 330th Aerodrome Squadron. In June 1945, the squadron moved to Myitkyina, Burma. Bursian received the Soldier’s Medal for saving a fellow Soldier from drowning in the Irrawaddy River.