EvoSeq-ML: Advancing Data-Centric Machine Learning with Evolutionary-Informed Protein Sequence Representation and Generation

Mehrsa Mardikoraem, Nathaniel Pascual, Joelle N Eaves, Shramana Chatterjee, Logan Garland, James VanAntwerp, Anton Mahama, Patrick Finneran, Robert P Hausinger, Daniel R Woldring

Open source

DOI
10.1093/protein/gzag033
Published
2026-11-03
Container
Protein Engineering, Design and Selection
Publisher
Oxford University Press (OUP)
Open access
unknown

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BibTeX

@article{allodium:10.1093/protein/gzag033,
  title = {EvoSeq-ML: Advancing Data-Centric Machine Learning with Evolutionary-Informed Protein Sequence Representation and Generation},
  author = {Mehrsa Mardikoraem and Nathaniel Pascual and Joelle N Eaves and Shramana Chatterjee and Logan Garland and James VanAntwerp and Anton Mahama and Patrick Finneran and Robert P Hausinger and Daniel R Woldring},
  year = {2026},
  journal = {Protein Engineering, Design and Selection},
  doi = {10.1093/protein/gzag033},
  url = {https://doi.org/10.1093/protein/gzag033}
}

RIS

TY  - JOUR
TI  - EvoSeq-ML: Advancing Data-Centric Machine Learning with Evolutionary-Informed Protein Sequence Representation and Generation
AU  - Mehrsa Mardikoraem
AU  - Nathaniel Pascual
AU  - Joelle N Eaves
AU  - Shramana Chatterjee
AU  - Logan Garland
AU  - James VanAntwerp
AU  - Anton Mahama
AU  - Patrick Finneran
AU  - Robert P Hausinger
AU  - Daniel R Woldring
PY  - 2026
JO  - Protein Engineering, Design and Selection
DO  - 10.1093/protein/gzag033
UR  - https://doi.org/10.1093/protein/gzag033
ER  - 

APA

Mardikoraem, M., Pascual, N., Eaves, J. N., Chatterjee, S., Garland, L., VanAntwerp, J., Mahama, A., Finneran, P., Hausinger, R. P., & Woldring, D. R. (2026). EvoSeq-ML: Advancing Data-Centric Machine Learning with Evolutionary-Informed Protein Sequence Representation and Generation. Protein Engineering, Design and Selection. https://doi.org/10.1093/protein/gzag033

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