De Fang OUYANG 歐陽德方

Assistant Professor

10 representative publications in recent 3 years

  1. Run Han, Hui Xiong, Zhuyifan Ye, Yilong Yang, Tianhe Huang, Qiufang Jing, Jiahong Lu, Hao Pan, Fuzheng Ren, Defang Ouyang*. Predicting physical stability of solid dispersions by machine learning techniques, Journal of Controlled Release, 2019, 311-312, 16-25;
  2. Qianqian Zhao, Ye Zhuyifang, Yan Su, Defang Ouyang*. Predicting Complexation Performance between Cyclodextrins and Guest Molecules by Integrated Machine learning and Molecular Modeling Techniques. Acta Pharmaceutica Sinica B, 2019, https://doi.org/10.1016/j.apsb.2019.04.004 ;
  3. Run Han, Tianhe Huang, Xunqing Yin, Haifeng Li, Defang Ouyang*. Insight into the dissolution molecular mechanism of ternary solid dispersions by combined experiments and molecular simulations. AAPS PharmSciTech, 2019, 20, 274;
  4. Zhuyifan Ye, Yilong Yang, Xiaoshan Li, Dongsheng Cao, Defang Ouyang*. An Integrated Transfer Learning and Multitask Learning Approach for Pharmacokinetic Parameter Prediction. Molecular Pharmaceutics, 2019, 16 (2), 533−541;
  5. Yilong Yang, Zhuyifan Ye, Yan Su, Qianqian Zhao, Xiaoshan Li, Defang Ouyang*. Deep learning for in vitro prediction of pharmaceutical formulations. Acta Pharmaceutica Sinica B, 2019;9(1):177–185;
  6. Hao Zhong, Ging Chan, Hao Hu, Yuanjia Hu, Defang Ouyang*. A comprehensive map on FDA-approved pharmaceutical products. Pharmaceutics, 2018, 10(4), 263;
  7. Tianhe Huang, Qianqian Zhao, Yan Su, Defang Ouyang*. Investigation of Molecular Aggregation Mechanism of Glipizide/Cyclodextrin Complexation by Combined Experimental and Molecular Modeling Approaches. Asian Journal of Pharmaceutical Sciences2018, https://doi.org/10.1016/j.ajps.2018.10.008;
  8. Qianqian Zhao, Nikhila Miriyala, Yan Su, Weijie Chen, Xuejiao Gao, Ling Shao, Ru Yan, Haifeng Li, Xiaojun Yao, Dongsheng Cao, Yitao Wang, Defang Ouyang*. Computer-Aided Formulation Design for a Highly Soluble Lutein−Cyclodextrin Multiple-Component Delivery System. Molecular Pharmaceutics, 2018, 15(4), 1664-1673;
  9. Run Han, Yilong Yang, Xiaoshan Li, Defang Ouyang*, Predicting Oral Disintegrating Tablet Formulations by Neural Network Techniques. Asian Journal of Pharmaceutical Sciences, 2018, 13(4), 336-342;
  10. Weixiang Zhang, Qianqian Zhao, Junling Deng, Yuanjia Hu, Yitao Wang, Defang Ouyang*. Big data analysis of global advances in pharmaceutics and drug delivery from 1980 – 2014. Drug Discovery Today. 2017, 22(8), 1201-1208.
  • Fellow of the Higher Education Academy (UK);
  • Editorial board of ;
  • Scientific Advisor of ;
  • Editorial board of (Springer);
  • Guest editor of Special Issue “Gene Therapy” of ;
  • Grant reviewer of BBSRC (UK) and French National Research Agency (ANR);
  • 2015 Outstanding reviewer of ;
  • Reviewer of , , , , , , , , , , , , , , , , , , and et al.;
  • American Chemical Society (ACS)
  • Asian Association of Schools of Pharmacy (AASP)