Powers of magnetic graph matrix: Fourier spectrum, walk compression, and applications

Proceedings of the National Academy of Sciences, Volume 123, Issue 12, March 2026.
SignificanceMagnetic graph matrices are powerful tools for modeling quantum systems and directed networks, but their application in network analysis has been limited by a lack of combinatorial understanding. We present a combinatorial interpretation that …
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