Zhuyifan Ye

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

An Integrated Transfer Learning and Multitask Learning Approach for Pharmacokinetic Parameter Prediction

Zhuyifan Ye, Yilong Yang, Xiaoshan Li et al. · Molecular Pharmaceutics · 2018 · 111 citations · Full text

Can machine learning predict drug nanocrystals?

Yuan He, Zhuyifan Ye, Xinyang Liu et al. · Journal of Controlled Release · 2020 · 104 citations

Nanoparticles, Nanomedicine, Engineering +7