Author

L. Nesterenko

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

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Approach:deep learning· 1 Research Focus:phylogenetics / evolution· 1 Assay:protein sequence· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

B. Boussau· 1 shared L. Jacob· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperEvolutionary Biology

B. Boussau

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1 paper

Recent·Most cited

Phyloformer: towards fast and accurate phylogeny estimation with self-attention networks

L. Nesterenko, B. Boussau, L. Jacob

Phyloformer uses a transformer-based network to predict pairwise evolutionary distances from multiple sequence alignments, enabling accurate and faster phylogenetic tree reconstruction compared to traditional methods.

bioRxiv · Jun 24, 2022 · PreprintEvolutionary Biology