You can get PDF articles on your device from apps like iBooks, other reference managers, Safari, or Mail.

For instance in Safari when you read a PDF, tap on “Open In...”, then select “Copy to PaperShip”.

PaperShip will scan the PDF and try to get article metadata that match your new paper.

Finally, just tap on “Import” and your article will be added to your library automatically.