You would have trouble finding it with the wrong name.....
It's in a place called Hidden Valley.
That is kinda below the centre of the map.
It's a large area of land, fenced in, and at nights there's sandstorms.
There's 4 different bunkers around the place, only 1 has the Brotherhood.
Note though, they're different from the F3 Brotherhood.