Just as a follow-up, in case anyone else runs into this.
After the Server 2012R2 Essentials restore, the PC would not boot, but blue screen with error 0xc000000e.
To fix, I used a Windows 10 bootable USB drive, went to the repair settings, advanced, command prompt and entered the following...