Author

Erik Csikos

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Jul 2026

Mapping the DAG-ness Landscape: Structural Archetypes in Complex Networks

This paper empirically evaluates the DAG-ness framework, a four-component measure that quantifies acyclicity, flow alignment, cyclic locality, and pathway complexity across a corpus of 107 networks drawn from twelve structurally diverse domains, and finds that macroscopic acyclicity is pervasive even in feedback-rich systems.

Erik Csikos · arXiv.org · 0 citations