From April to September 1943, Wise trained with the 36th Infantry Division in North Africa. He first entered combat on September 9 during the landings at Salerno, Italy, and continued to serve in the Italian Campaign for the next year. He fought in Naples and Rome and, on January 7, 1944, earned the Silver Star.