Autoload Singleton - from Godot API 3.1
Are always loaded, no matter which scene is currently running
Can handle switching scenes and between-scene transitions
You could make a Persistent node. You can do that by having an Autoload Singleton.
They work exactly like any node, however it's always loaded into memory, which in your case is exactly what you want.