Rapid developments in genetics and biology have led to phylogenetic methods becoming an important direction in the study of cancer and viral evolution. Although our understanding of gene biology and biochemistry has increased and is increasing at a remarkable rate, the theoretical models of genetic evolution still use the phylogenetic tree model that was introduced by Darwin in 1859 and the generalization to phylogenetic networks introduced by Grant in 1971. Darwins model uses phylogenetic trees to capture the evolutionary relationships of reproducing individuals [6]; Grants generalization to phylogenetic networks is meant to account for the phenomena of horizontal gene transfer [14]. Therefore, it is important to provide an accurate mathematical description of these models and to understand their connection with other fields of mathematics. In this article, we focus on the graph theoretical aspects of phylogenetic trees and networks and their connection to stable curves. We introduce the building blocks of evolutionary moduli spaces, the dual intersection complex of the moduli spaces of stable curves, and the categorical relationship between the phylogenetic spaces and stable curves in $overline{mathfrak{M}}_{0,n}(mathbb{C})$ and $overline{mathfrak{M}}_{0,n}(mathbb{R})$. We also show that the space of network topologies maps injectively into the boundary of $overline{mathfrak{M}}_{g,n}(mathbb{C})$.
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