Battle of the Chesapeake
The river was named after François Joseph Paul, comte de Grasse (1722–1788), a French admiral and hero of the American Revolutionary War. He defeated British forces in the Battle of the Chesapeake, contributing to their surrender at Yorktown, ending the war.