Cornelius entered the war in France on 5th November 1914. He was serving with the 141st Field Ambulance on 26th October 1916 when he was transferred to No 3 Machine Gun Corps for water duties. On 5th February 1918 he rejoined the 141st Field Ambulance for duty.