“We are both concerned about the extremely difficult situation in and around Ukraine,” the statement said.
The parties discussed the collective security of Europe and regional issues.
Earlier, Rau did not rule out an increase in the US military presence in the republic.
Pentagon spokesman John Kirby said the United States is sending additional military forces to Romania, Poland and Germany.
The vast majority of the military will go to Poland.