Author

Wenjia Qian

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#natural language process... Open access Nov 2025

A virtual platform for automated hybrid organic-enzymatic synthesis planning

The results indicate that this fully automated, open-source system holds potential value for improving the efficiency and sustainability of molecular synthesis, and the integration of organic and enzymatic synthesis enhances molecule construction efficiency.

Xiaorui Wang, Xiaodan Yin, Xujun Zhang et al. · Nature Communications · 0 citations

#machine learning Open access Apr 2026

Accurate and task-agnostic modeling of enzymatic reactions through multimodal relational learning

ERAM aligns pre-trained molecular representations from Protein Language Model with the knowledge of enzyme catalysis by modeling enzymatic reactions as multi-relational data, and demonstrates its potential as a versatile and effective tool for enzyme catalysis research.

Yuansheng Huang, Lanqing Li, Wenjia Qian et al. · Acta Pharmaceutica Sinica B · 2 citations