PeptideSGCL: Structure-Enhanced Graph-Transformer Encoding and Dual-Level Contrastive Learning for Peptide Property Prediction

Jiajie Cai, Shuwen Xiong, Yuntao Yang, Hanjun Zhao, Jianbo Qiao, Zhongmin Yan, Ran Su, Xinbo Jiang, Lichao Zhang, Leyi Wei

Open source

DOI
10.1021/acssynbio.6c00318
Published
2026-07-15
Container
ACS Synthetic Biology
Publisher
American Chemical Society (ACS)
Open access
unknown

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BibTeX

@article{allodium:10.1021/acssynbio.6c00318,
  title = {PeptideSGCL: Structure-Enhanced
Graph-Transformer
Encoding and Dual-Level Contrastive Learning for Peptide Property
Prediction},
  author = {Jiajie Cai and Shuwen Xiong and Yuntao Yang and Hanjun Zhao and Jianbo Qiao and Zhongmin Yan and Ran Su and Xinbo Jiang and Lichao Zhang and Leyi Wei},
  year = {2026},
  journal = {ACS Synthetic Biology},
  doi = {10.1021/acssynbio.6c00318},
  url = {https://doi.org/10.1021/acssynbio.6c00318}
}

RIS

TY  - JOUR
TI  - PeptideSGCL: Structure-Enhanced
Graph-Transformer
Encoding and Dual-Level Contrastive Learning for Peptide Property
Prediction
AU  - Jiajie Cai
AU  - Shuwen Xiong
AU  - Yuntao Yang
AU  - Hanjun Zhao
AU  - Jianbo Qiao
AU  - Zhongmin Yan
AU  - Ran Su
AU  - Xinbo Jiang
AU  - Lichao Zhang
AU  - Leyi Wei
PY  - 2026
JO  - ACS Synthetic Biology
DO  - 10.1021/acssynbio.6c00318
UR  - https://doi.org/10.1021/acssynbio.6c00318
ER  - 

APA

Cai, J., Xiong, S., Yang, Y., Zhao, H., Qiao, J., Yan, Z., Su, R., Jiang, X., Zhang, L., & Wei, L. (2026). PeptideSGCL: Structure-Enhanced Graph-Transformer Encoding and Dual-Level Contrastive Learning for Peptide Property Prediction. ACS Synthetic Biology. https://doi.org/10.1021/acssynbio.6c00318

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