Zhuyifan Ye - Publications, H-index & Citations

Zhuyifan Ye

Macao Polytechnic University

16H指数

33论文数

1.3K被引数

收录论文 10

发表时间

An Integrated AI-PBPK Platform for Predicting Drug In Vivo Fate and Tissue Distribution in Human and Inter-Species Extrapolation 一个集成的AI-PBPK平台，用于预测药物在人体内的命运和组织分布以及种间外推

Clinical Pharmacology & Therapeutics

IF5.5

2025-05-26

PREAI

Wei Wang; Nannan Wang; Yiyang Wu; Zhuyifan Ye; Liang Zhao; Xianfeng Chen; Defang Ouyang

In silico prediction of metabolic stability for ester-containing molecules: Machine learning and quantum mechanical methods

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

IF3.8

2025-02-01

PREAI

Deng, Shiwei; Wu, Yiyang; Ye, Zhuyifan; Ouyang, Defang

Organic crystal structure prediction via coupled generative adversarial networks and graph convolutional networks

INNOVATION

IF25.7

2024-03-01

OAAI

Ye, Zhuyifan; Wang, Nannan; Zhou, Jiantao; Ouyang, Defang

Predicting liposome formulations by the integrated machine learning and molecular modeling approaches 通过集成的机器学习和分子建模方法预测脂质体制剂

ASIAN JOURNAL OF PHARMACEUTICAL SCIENCES

IF11.9

2023-05-01

OAAI

Han, Run; Ye, Zhuyifan; Zhang, Yunsen; Cheng, Yaxin; Zheng, Ying; Ouyang, Defang

Machine learning in accelerating microsphere formulation development

DRUG DELIVERY AND TRANSLATIONAL RESEARCH

IF5.5

2022-12-01

PREAI

Deng, Jiayin; Ye, Zhuyifan; Zheng, Wenwen; Chen, Jian; Gao, Haoshi; Wu, Zheng; Chan, Ging; Wang, Yongjun; Cao, Dongsheng; Wang, Yanqing; Lee, Simon Ming-Yuen; Ouyang, Defang

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

ACTA PHARMACEUTICA SINICA B

IF14.6

2022-06-01

OAAI

Wang, Wei; Feng, Shuo; Ye, Zhuyifan; Gao, Hanlu; Lin, Jinzhong; Ouyang, Defang

Prediction of small-molecule compound solubility in organic solvents by machine learning algorithms 基于机器学习算法的小分子化合物在有机溶剂中的溶解度预测

JOURNAL OF CHEMINFORMATICS

IF5.7

2021-12-11

OAAI

Ye, Zhuyifan; Ouyang, Defang

Interpretable machine learning methods for in vitro pharmaceutical formulation development

FOOD FRONTIERS

IF6.9

2021-05-05

OAAI

Ye, Zhuyifan; Yang, Wenmian; Yang, Yilong; Ouyang, Defang

Can machine learning predict drug nanocrystals?机器学习能预测药物纳米晶体吗？

JOURNAL OF CONTROLLED RELEASE

IF11.5

2020-06-01

PREAI

He, Yuan; Ye, Zhuyifan; Liu, Xinyang; Wei, Zhengjie; Qiu, Fen; Li, Hai-Feng; Zheng, Ying; Ouyang, Defang

Predicting physical stability of solid dispersions by machine learning techniques 通过机器学习技术预测固体分散体的物理稳定性

JOURNAL OF CONTROLLED RELEASE

IF11.5

2019-10-01

PREAI

Han, Run; Xiong, Hui; Ye, Zhuyifan; Yang, Yilong; Huang, Tianhe; Jing, Qiufang; Lu, Jiahong; Pan, Hao; Ren, Fuzheng; Ouyang, Defang

研究方向