Defang Ouyang

ADMETlab: a platform for systematic ADMET evaluation based on a comprehensively collected ADMET database

Jie Dong, Ningning Wang, Zhi‐Jiang Yao et al. · Journal of Cheminformatics · 2018 · 816 citations · Full text

Predicting physical stability of solid dispersions by machine learning techniques

Run Han, Hui Xiong, Zhuyifan Ye et al. · Journal of Controlled Release · 2019 · 161 citations

Materials Science, Engineering, Machine Learning Techniques +8

Prediction of lipid nanoparticles for mRNA vaccines by the machine learning algorithm

Wei Wang, Shuo Feng, Zhuyifan Ye et al. · Acta Pharmaceutica Sinica B · 2021 · 131 citations · Full text

Predicting complexation performance between cyclodextrins and guest molecules by integrated machine learning and molecular modeling techniques

Qianqian Zhao, Zhuyifan Ye, Yan Su et al. · Acta Pharmaceutica Sinica B · 2019 · 116 citations · Full text

Integrated Machine Learning, Machine Learning, Engineering +21

Artificial intelligence-driven rational design of ionizable lipids for mRNA delivery

Wei Wang, Kepan Chen, Ting Jiang et al. · Nature Communications · 2024 · 113 citations · Full text