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How to strip unnecessary detail from evolutionary family trees

Marc Hellmuth, Anna Lindeberg, Vincent Moulton

May 20, 2026

Evolutionary trees get messy when species swap genes or interbreed—they become networks instead of simple branching trees. The authors developed a mathematical method to strip away irrelevant vertices while preserving all ancestor-relationships that matter for leaf species. This gives biologists a principled way to simplify complex networks and identify which evolutionary events actually shaped observable differences.
Published as Regularizing and Normalizing DAGs and Phylogenetic Networks arXiv:2605.21725
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