In W8, on the Metro side, I could just type the name (eg: File Manager), and when it appeared in the results list, I would right-click on the icon and select “Open location”. Not so in W10.
Internet Explorer is easy to find, because it’s in a folder under Programs called Internet Explorer. But others are not so easy, because their executables are not in the .exe filename.