Custom Date Format Not Available to my Date Field
They seem to be build differently, you really can't do that I guess. But do this:

Add a new format at admin/config/regional/date-time/formats. Then add a new Date type at 
admin/config/regional/date-time and here select your new format. Then you can select this in the view.