I succeeded in installing my printer using sudo hp-setup. However, the scanner needs hp-plugin.
I did sudo hp-plugin, and got error messages. I installed the drivers provided by Solus, but now, I still can not install my scanner. So, how to install hp-plugin? I did read it is enough to install the printer, but that is just not true.