Following the formation of 2nd Marine Regiment in September 1943, Peatross was appointed regimental operations officer under Lieutenant Colonel Alan Shapley. He also held additional duty as regimental executive officer and sailed with the regiment to Bougainville and took part in the Occupation and Defense of Cape Torokina in November–December 1943.