Yajie Zhu

I'm a Machine Learning Scientist at the Deep Medicine programme in the University of Oxford. I got my PhD from the Peking University in 2016 focusing on Machine Learning and Spatio-temporal modelling.
My research interests include:
  • Machine Learning and Deep Learning
  • Complex Network Analysis
  • Spatio-temporal Modeling
  • Data Visualisation
  • Healthcare, Finance and Smart City


  • Yajie Zhu, Qi Li, Junxiong Hou, Junxiang Fan, Xiao Feng (2016). Spatio-Temporal Modelling and Prediction of PM2.5 Concentration based on Bayesian Methods(Chinese). Science of Surveying and Mapping, 41(2): 44-48.
  • Yajie Zhu, Qi Li, Junxiong Hou, Xiao Feng, Junxiang Fan (2016). Real time prediction of PM2.5 concentration based on support vector regression algorithms(Chinese). Science of Surveying and Mapping, 41(1): 12-17.
  • Feng, Xiao, Qi Li, Yajie Zhu, Junxiong Hou, Lingyan Jin, and Jingjie Wang (2015). Artificial neural networks forecasting of PM 2.5 pollution using air mass trajectory based geographic model and wavelet transformation. Atmospheric Environment 107: 118-128.
  • Xiao Feng, Qi Li, Yajie Zhu, Jingjie Wang, Heming Liang, Ruofeng Xu (2014). Formation and dominant factors of haze pollution over Beijing and its peripheral areas in winter. Atmospheric Pollution Research.
  • Yajie Zhu, Qi Li, Xiao Feng (2014). Study on Technological Framework of Smart City Based on Big Data (Chinese). Science of Surveying and Mapping, 39(8):70-73.
  • Xiao Feng, Qi Li, Yajie Zhu (2014). Bounding the role of domestic heating in haze pollution of Beijing based on satellite and surface observations. IGARSS 2014: 4772-4775.
  • Yajie Zhu, Qi Li, Huanfa Chen (2013). System Design of a Simulation System for Hazardous Chemicals Leakage. Proceedings of The 12th International Conference of GeoComputation.
  • Shuai Liu, Qi Li, Yajie Zhu (2013). Study on Seasonal Variation of Urban Heat Island with HJ-11BB Satellite Imagery: A Case Study of Beijing(Chinese). Scientia Geographica Sinica, 33(5).
  • Huanfa Chen, Qi Li, Yajie Zhu, Hamed Karimian (2013). A 3D simulation system for chemical accidents based on an atmospheric dispersion model. Conference: International Conference on Earth Science and Environmental Protection (ICESEP 2013), Volume: 189.
  • Peige Song, Yajie Zhu, Xi Mao, Qi Li, Lin An (2013). Assessing Spatial Accessibility to Maternity Units in Shenzhen, China. PLoS ONE, 8(7), e70227.
  • Xi Mao, Qi Li, Shuai Liu, Yajie Zhu (2012). Web-oriented Spatial Information Extraction System(Chinese). Computer Science, 39(6):229-231.

External Links


  • Email: yajie.zhu@wrh.ox.ac.uk