According to the radio station Ici Lorraine, the aircraft is likely a fighter jet, and an extensive search operation is underway to locate the plane and its crew.
Witnesses reportedly heard a loud explosion and saw a fireball at around 10:30 p.m. on Tuesday.
A press conference will be held at 9 a.m. in the municipality of Rogéville.