The paper is unconvincing. Sure, there's some mathematical similarity between Pagerank and the Schroedinger equation (they're both just eigenvector problems anyway, as I understand it) but they haven't really demonstrated that bringing in the QM formalism actually assists with calculating anything.
The "X could revolutionize Y" headline is even less convincing.