Army Sgt. Joshua Michael, 34, and Sgt. Maj. William Lubbers, 43, were pronounced dead later at Midland Memorial Hospital.
Police confirmed the identities of the dead. Of the 16 others hurt in the crash, four are in stable condition and one is critical.
Ten others were treated and released from the hospital.