Actually yes, in the latest versions of phone and desktop you can run the same exact app across both. These new phones are actually running Windows and can run any of the new style apps in theory.
This is not the same thing as being able to run any Windows Desktop App.
Also it's not established whether this makes for good Desktop and/or Phone software as a result.