The crew, who ranged in age from 24 to 48, were on board the CH-53 helicopter for a routine training exercise.
Onlookers said the aircraft burst into flames after hitting the peak of a mountain in central Romania, 90 miles north of Bucharest.
Officials are investigating bad weather conditions but said it was unlikely a technical fault was to blame.