No it is not possible.
The whole design around this kind of file manager is that you have a source and target panel. And if you hide one of them by default it is to easy to mess things up because a lot of functions is assuming that it shown.
You can toggle the current panel to use full size with Ctrl+F11. But this settings is not saved between restarts.