Enhancing Enzyme Activity With Mutation Combinations Guided by Few‐Shot Learning and Causal Inference

Lin Guo, Xiaoguang Yan, Yali Lu, Shengxin Nie, Mingyue Ge, Yukun Li, Weiguo Li, Xiaochun Zhang, Dongmei Liang, Yihan Zhao, Hongxiao Tan, Xiling Chen, Shilong Fan, Yefeng Tang, Jianjun Qiao, Boxue Tian

Open source

DOI
10.1002/anie.7768514
Published
2026-06-22
Container
Angewandte Chemie International Edition
Publisher
Wiley
Open access
unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.1002/anie.7768514,
  title = {Enhancing Enzyme Activity With Mutation Combinations Guided by Few‐Shot Learning and Causal Inference},
  author = {Lin Guo and Xiaoguang Yan and Yali Lu and Shengxin Nie and Mingyue Ge and Yukun Li and Weiguo Li and Xiaochun Zhang and Dongmei Liang and Yihan Zhao and Hongxiao Tan and Xiling Chen and Shilong Fan and Yefeng Tang and Jianjun Qiao and Boxue Tian},
  year = {2026},
  journal = {Angewandte Chemie International Edition},
  doi = {10.1002/anie.7768514},
  url = {https://doi.org/10.1002/anie.7768514}
}

RIS

TY  - JOUR
TI  - Enhancing Enzyme Activity With Mutation Combinations Guided by Few‐Shot Learning and Causal Inference
AU  - Lin Guo
AU  - Xiaoguang Yan
AU  - Yali Lu
AU  - Shengxin Nie
AU  - Mingyue Ge
AU  - Yukun Li
AU  - Weiguo Li
AU  - Xiaochun Zhang
AU  - Dongmei Liang
AU  - Yihan Zhao
AU  - Hongxiao Tan
AU  - Xiling Chen
AU  - Shilong Fan
AU  - Yefeng Tang
AU  - Jianjun Qiao
AU  - Boxue Tian
PY  - 2026
JO  - Angewandte Chemie International Edition
DO  - 10.1002/anie.7768514
UR  - https://doi.org/10.1002/anie.7768514
ER  - 

APA

Guo, L., Yan, X., Lu, Y., Nie, S., Ge, M., Li, Y., Li, W., Zhang, X., Liang, D., Zhao, Y., Tan, H., Chen, X., Fan, S., Tang, Y., Qiao, J., & Tian, B. (2026). Enhancing Enzyme Activity With Mutation Combinations Guided by Few‐Shot Learning and Causal Inference. Angewandte Chemie International Edition. https://doi.org/10.1002/anie.7768514

Source records