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Zhuyifan Ye
Observed name:
Ye, Zhuyifan
Institution:
Macao Polytechnic University
Observed institutions:
University of Macau,
Macao Polytechnic University
ORCID:
0000-0002-9270-0949
Observed ORCID:
0000-0002-9270-0949
OpenAlex ID:
A5066926098
Computational pharmaceutics - A new paradigm of drug delivery
2021
·
Wei Wang
, Zhuyifan Ye
, et al.
·
Journal of Controlled Release
·
239
Predicting physical stability of solid dispersions by machine learning techniques
2019
·
Run Han
, Hui Xiong
, et al.
·
Journal of Controlled Release
·
193
Prediction of lipid nanoparticles for mRNA vaccines by the machine learning algorithm
2021
·
Wei Wang
, Shuo Feng
, et al.
·
Acta Pharmaceutica Sinica B
·
178
PDF
Predicting complexation performance between cyclodextrins and guest molecules by integrated machine learning and molecular modeling techniques
2019
·
Qianqian Zhao
, Zhuyifan Ye
, et al.
·
Acta Pharmaceutica Sinica B
·
127
PDF
An Integrated Transfer Learning and Multitask Learning Approach for Pharmacokinetic Parameter Prediction
2018
·
Zhuyifan Ye
, Yilong Yang
, et al.
·
Molecular Pharmaceutics
·
125
PDF
Can machine learning predict drug nanocrystals?
2020
·
Yuan He
, Zhuyifan Ye
, et al.
·
Journal of Controlled Release
·
115
Prediction of small-molecule compound solubility in organic solvents by machine learning algorithms
2021
·
Zhuyifan Ye
, Defang Ouyang
·
Journal of Cheminformatics
·
91
PDF
An integrated computational methodology with data-driven machine learning, molecular modeling and PBPK modeling to accelerate solid dispersion formulation design
2020
·
Hanlu Gao
, Wei Wang
, et al.
·
European Journal of Pharmaceutics and Biopharmaceutics
·
80
Predicting liposome formulations by the integrated machine learning and molecular modeling approaches
2023
·
Run Han
, Zhuyifan Ye
, et al.
·
Asian Journal of Pharmaceutical Sciences
·
61
How can machine learning and multiscale modeling benefit ocular drug development?
2023
·
Nannan Wang
, Yunsen Zhang
, et al.
·
Advanced Drug Delivery Reviews
·
52
Machine learning in accelerating microsphere formulation development
2022
·
Jiayin Deng
, Zhuyifan Ye
, et al.
·
Drug Delivery and Translational Research
·
45
Development of in silico methodology for siRNA lipid nanoparticle formulations
2022
·
Haoshi Gao
, Stanislav Kan
, et al.
·
Chemical Engineering Journal
·
44
In silico formulation prediction of drug/cyclodextrin/polymer ternary complexes by machine learning and molecular modeling techniques
2021
·
Junjun Li
, Hanlu Gao
, et al.
·
Carbohydrate Polymers
·
40
Predicting drug/phospholipid complexation by the lightGBM method
2020
·
Haoshi Gao
, Zhuyifan Ye
, et al.
·
Chemical Physics Letters
·
39
Interpretable machine learning methods for in vitro pharmaceutical formulation development
2021
·
Zhuyifan Ye
, Wenmian Yang
, et al.
·
Food Frontiers
·
34
PDF
Organic crystal structure prediction via coupled generative adversarial networks and graph convolutional networks
2024
·
Zhuyifan Ye
, Nannan Wang
, et al.
·
The Innovation
·
27
FormulationBCS: A Machine Learning Platform Based on Diverse Molecular Representations for Biopharmaceutical Classification System (BCS) Class Prediction
2024
·
Zheng Wu
, Nannan Wang
, et al.
·
Molecular Pharmaceutics
·
21
An Integrated AI‐PBPK Platform for Predicting Drug In Vivo Fate and Tissue Distribution in Human and Inter‐Species Extrapolation
2025
·
Wei Wang
, Nannan Wang
, et al.
·
Clinical Pharmacology & Therapeutics
·
19
PDF
In silico prediction of metabolic stability for ester-containing molecules: Machine learning and quantum mechanical methods
2024
·
Shiwei Deng
, Yiyang Wu
, et al.
·
Chemometrics and Intelligent Laboratory Systems
·
5
Opportunities and Challenges of Artificial Intelligence ( AI ) in Drug Delivery
2024
·
Zhuyifan Ye
, Defang Ouyang
·
Wiley eBooks
·
5
Advances and Challenges in Machine Learning‐based Image Analysis for Monitoring and Predicting Organic Crystal Formation
2026
·
Tianqi Ma
, Yating Qu
, et al.
·
Aggregate
·
1
TradePool: A Novel Interpretable Framework for Quantifying Atomic Attribution Values in Molecular Property Prediction
2026
·
Bingwei Ni
, Wanxiang Shen
, et al.
·
Journal of Chemical Information and Modeling
·
1
Multimodal framework for early developability assessment to accelerate protein and antibody development
2026
·
Jiayin Deng
, Qiong Huang
, et al.
·
International Journal of Pharmaceutics
Quantitative Analysis for Chinese and US-listed Pharmaceutical Companies by the LightGBM Algorithm
2023
·
Wenwen Zheng
, Junjun Li
, et al.
·
Current Computer - Aided Drug Design
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Works count:
26
Citation count:
1,542
H-index:
18
I10-index:
18
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