The Australian Navy has located a missing US military aircraft that crashed in Australian waters on the weekend, Defence Minister Marise Payne said on Monday, Reuters has reported.

"Royal Australian Navy Survey Ship Melville arrived in Shoalwater Bay overnight," Payne said in a statement. "Shortly after commencing survey operations in the area, the submerged aircraft was located," the statement added.