Rank-guided learning accelerates automated enzyme engineering

Jingyi Xu, Yan Zheng, Rajamanikandan Sundarraj, Kenneth Woycechowsky, Zhiguang Yuchi, Yingjin Yuan

Open source

DOI: 10.1038/s41467-026-76264-2
Published: 2026-08-03
Container: Nature Communications
Publisher: Springer Science and Business Media LLC
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1038/s41467-026-76264-2,
  title = {Rank-guided learning accelerates automated enzyme engineering},
  author = {Jingyi Xu and Yan Zheng and Rajamanikandan Sundarraj and Kenneth Woycechowsky and Zhiguang Yuchi and Yingjin Yuan},
  year = {2026},
  journal = {Nature Communications},
  doi = {10.1038/s41467-026-76264-2},
  url = {https://doi.org/10.1038/s41467-026-76264-2}
}

RIS

TY  - JOUR
TI  - Rank-guided learning accelerates automated enzyme engineering
AU  - Jingyi Xu
AU  - Yan Zheng
AU  - Rajamanikandan Sundarraj
AU  - Kenneth Woycechowsky
AU  - Zhiguang Yuchi
AU  - Yingjin Yuan
PY  - 2026
JO  - Nature Communications
DO  - 10.1038/s41467-026-76264-2
UR  - https://doi.org/10.1038/s41467-026-76264-2
ER  -

APA

Xu, J., Zheng, Y., Sundarraj, R., Woycechowsky, K., Yuchi, Z., & Yuan, Y. (2026). Rank-guided learning accelerates automated enzyme engineering. Nature Communications. https://doi.org/10.1038/s41467-026-76264-2

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crossref · retrieved 2026-09-26T06:29:39.978Z