Author

Doina Precup

Mila - Quebec Artificial Intelligence InstituteORCID 0000-0003-4718-9851Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Genomics· 1

Signature Assays, Organisms & Methods

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Organism:bacteria (other)· 1 Research Focus:genome assembly· 1 Approach:variational autoencoder· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Natasha K. DudekiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

1 paper

Recent·Most cited

GenomicsProceedings of the Royal Society B Biological SciencesPeer-reviewedDec 1, 2024

Towards AI-designed genomes using a variational autoencoder

Natasha K. Dudek, Doina Precup

This paper introduces a variational autoencoder to model bacterial genomes, demonstrating its ability to reconstruct and generate functional genome vectors with high accuracy.

7 citations

bacteria (other)whole-genome sequencing

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