In 1917, Knauth enlisted with the U.S. Army in 1917 to serve in the European Theatre of World War I. Knauth served with the 101st Field Artillery Regiment of the New England Division of the American Expeditionary Forces. He participated in the battles of Chemin des Dames, Battle of Saint-Mihiel, Pont-à-Mousson, and Château Thierry.