Resume of Pengfei Song


CV of Pengfei Song

Pengfei Song

Doctor of Philosophy (Mathematics)

Xi'an Jiaotong University

Email: aidishage@gmail.com

No.28 Xianning west road, Shaanxi Province, China, 710049 School of mathematics and statistics,Xi'an Jiaotong University

Work Experience

  • Postdoc. Biological Mathematics. May 2021-May 2023. York University, Canada (Supervised by Prof Jianhong Wu)

  • Postdoc. Biological Mathematics. August 2020-Now. Xi’an Jiaotong University, China (Supervised by Prof Yanni Xiao)

Education Experience

  • Phd. Biological Mathematics. Mar 2016-Mar 2020. Xi’an Jiaotong University, China (Supervised by Prof Yanni Xiao)

  • Visiting Scholar. Biological Mathematics. Sep 2017- Sep 2019. The Ohio State University, USA (Supervised by Prof Yuan Lou)

  • Master Study. Biological Mathematics. Sep 2014 - Mar 2016. Xi’an Jiaotong University, China (Supervised by Prof Yanni Xiao)

  • Exchange student. Mathematics. Aug 2013 - Jan 2014. Georgia Institute of Technology, USA.

  • Undergraduate. Mathematics. Sep 2010- July 2014. Xi’an Jiaotong University, China

  • LinChuan No.1 Middle School. Sep 2007 - July 2010. China.

Research Publications

Publications

Grants

  • China Postdoctoral Science Foundation (No. 2020M683445), 2020-2022
  • National Natural Science Foundation of China (NSFC, 12101487(PS)), 2022-2024

Research Interests and experiences

Projects Ongoing

Research interests:

  • Couple of Machine Learning and Differential Equations
  • Probabilistic Machine Learning
  • The effect of host, spatial and temporal heterogeneity on the spread of infectious disease, and evolution of host heterogeneity.
  • Spatial epidemic data analysis.
  • Multi-scale modeling of complex biological phenomena
  • Dynamic systems including functional differential equations, reaction diffusion equations and age structure.

Research experiences:

  • The effect of host heterogeneity on the spread of infectious disease, and evolution of host heterogeneity. (Supervised By Prof Lou, Yuan and Yanni, Xiao)
  • Multi-stage and Multi-Scale Patch Modeland the Case Study of COVID-19. (Supervised By Prof Lou, Yuan)
  • The properties of principal eigenvalue for cooperative elliptic and periodic–parabolic systems. (Supervised By Prof Lou, Yuan and Yanni, Xiao)
  • Global hopf bifurcation of delayed differential equations. (Supervised By Prof Yanni, Xiao)
  • Modelling media impact on infectious disease. (Supervised By Prof Yanni, Xiao)
  • Within-host and between-host dynamics linking the vaccination age. (Supervised By Prof Yanni, Xiao)
  • Mathematical modeling and stochastic simulation of measles and H7N9 in China. (Supervised By Prof Yanni, Xiao)
  • Effects of discontinuous disease management strategy on dynamics of infection. (Supervised By Prof Yanni, Xiao)

My Talks

MathEpiDeepLearningTutorial/Talk at main · Song921012/MathEpiDeepLearningTutorial

  • 2022/04/20: Couple of Differential Equations and Deep Learning YouTube bilibili
  • 2022 Wastewater based epidemiology project
  • 20230922 Texas A&M University (invited by NingNing): Couple of Differential Equations and Deep Learning
  • 2023/10/20-10/22 中国无锡,CSIAM第三届数学生命科学大会,报告题目:Couple of transmission models and deep learning
    techniques: brief introduction
  • 2023/11/23, 江苏师范大学青年学者论坛,报告题目:Spatial-temporal modeling and analysis of infectious disease.

Software Skills

  • Julia
  • Python
  • C++
  • R
  • Matlab

Honors and awards

  • 2013 Xi’an Jiaotong University, Siyuan Scholarship
  • 2015 Xi’an Jiaotong University, Guorui Scholarship
  • 2015 Xi’an Jiaotong University, Outstanding graduate student
  • 2022 Excellent doctoral thesis in Xi’an Jiaotong University

Author: Song Pengfei
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