Deep learning guided discovery of antibacterial polymeric nanoparticles
Yuhui Wu, Cong Wang, Xintian Shen, Yan Xiang Chen, Haiping Wang, Bocheng Xu, Yifeng Chen, Wenbin Dai, Yue Huang, Lingyun Zou, Jian Ji, Peng Zhang
This paper develops PolyCLOVER, a deep learning framework for discovering antibacterial polymeric nanoparticles, identifying three potent candidates effective against drug-resistant bacteria.
bioRxiv · May 13, 2025 · PreprintMicrobiology