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Updated: Mar 20, 2026

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Published on: January 16, 2026
318
Counting Spinal Phylogenetic Networks
Andrew Francis1, Michael Hendriksen2
1University of New South Wales, Sydney, Australia.
Bulletin of Mathematical Biology
|March 18, 2026
Summary
Counting phylogenetic networks is challenging. This study introduces "expanding covers" to encode labellable networks, enabling combinatorial counting methods for evolutionary histories involving reticulate processes like hybridization.
Area of Science:
- Evolutionary biology
- Computational phylogenetics
- Combinatorics
Background:
- Phylogenetic networks model complex evolutionary histories with reticulate events (hybridization, gene transfer).
- Fundamental questions about the number of such networks remain difficult to answer.
- Existing network classes include orchard, normal, tree-child, and tree-sibling networks.
Purpose of the Study:
- To introduce a novel combinatorial method for encoding and counting phylogenetic networks.
- To explore the utility of "expanding covers" for addressing fundamental counting problems in phylogenetics.
- To develop a method for counting spinal networks within familiar phylogenetic network classes.
Main Methods:
- Encoding a large class of phylogenetic networks, termed "labellable networks", using "expanding covers".
- Utilizing the combinatorial structure of expanding covers for potential counting applications.
- Developing a specific counting method for networks that are both spinal and belong to established network classes.
Main Results:
- Expanding covers provide a method to encode labellable networks, a class encompassing several familiar network types.
- The combinatorial nature of expanding covers offers a potential pathway to count networks with specific properties.
- A method is presented for counting spinal networks within more common phylogenetic network categories.
Conclusions:
- Expanding covers represent a promising combinatorial tool for tackling previously intractable counting problems in phylogenetics.
- This approach may facilitate the development of closed formulas for counting phylogenetic networks.
- Counting spinal networks within familiar classes serves as a foundational step towards analyzing more general network structures.
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