Unable to connect with QGC with Pixhawk Cube 2.1

Finally the problem was that the Pixhawk was sold without the firmware. The only way to flash it is to use Mission Planner and do the Initial setup. After, you can use the Pixhawk with QGC.

The procedure is there :
https://hexadrone.fr/blog/pixhawk-cube/flasher-un-cube-pour-sa-premiere-utilisation