Author

Austin L. Hughes

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Evolutionary Biology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:phylogenetics / evolution· 1 Assay:protein sequence· 1 Approach:statistical model· 1 Organism:virus· 1

Frequent Co-Authors

Priyasma Bhoumik· 1 shared

Activity by Year

2018-2018 · peak 1/yr

1 paper

Recent·Most cited

Chaos Game Representation: An Alignment-Free Technique for Exploring Evolutionary Relationships of Protein Sequences

Priyasma Bhoumik, Austin L. Hughes

The paper introduces a method using Chaos Game Representation to explore evolutionary relationships of protein sequences and finds that it clusters viral families but resolves group relations less effectively than alignment-based phylogeny.

bioRxiv · Mar 5, 2018 · PreprintEvolutionary Biology