Arthur Louis Thurlow (born May 5, 1913) is a Canadian politician and judge. He served as a member of the Nova Scotia House of Assembly from 1949 to 1953. He represented the electoral district of Lunenburg County. He was a member of the Nova Scotia Liberal Party.