Aug 2026
A Multi-Modal Pre-training Framework-Driven Active Learning System for Enhanced Protein Evolution of Cs CE
Overall, MmALS represents a data-efficient active learning framework for protein evolution, advancing computational enzyme design by enabling accurate optimization under limited experimental sampling.
Chenlu Zhu, Yu-Cheng Guo, Yujie Yang et al.
· ACS Catalysis · 0 citations