A low-valence ribbon graph complex computing the cohomology of $M_{g,m}$
Sergei A. Merkulov

TL;DR
This paper proves that all cohomology classes of the moduli space M_{g,m} can be represented by specific combinatorial ribbon quiver graphs with vertices of valence at most four, establishing a sharp bound.
Contribution
It introduces a combinatorial representation of cohomology classes in M_{g,m} using ribbon quivers with a maximum valence of four, which is proven to be optimal.
Findings
Every cohomology class of M_{g,m} can be represented by a ribbon quiver with vertices of at most four valence.
The four-valent bound for vertices is proven to be sharp.
The combinatorial representation simplifies understanding the cohomology of M_{g,m}.
Abstract
It is proven that every cohomology class of the moduli space for any , can be represented combinatorially by a ribbon quiver with at most four-valent vertices. The "at most four"-valency condition is sharp.
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