If the Scene Browser disappears during operation, it is possible that you accidentally right-clicked on an empty area of the ribbon bar and selected [Scene Browser], which toggles its visibility.
Menu Displayed When Right-Clicking on the Ribbon Bar’s Empty Area
Solution:
To restore the Scene Browser, right-click on an empty area of the ribbon bar and click [Scene Browser] again.
This will make the Scene Browser visible once more.