George H. Conway (?-1939) was a Triple Crown-winning American horse trainer who worked at Glen Riddle Farm in Berlin, Maryland. He is best known for training War Admiral, who won the Triple Crown in 1937 and was selected as the American Horse of the Year over his nephew and competitor Seabiscuit.