CV of Pengfei Song
Pengfei SongDoctor 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
Grants
- China Postdoctoral Science Foundation (No. 2020M683445), 2020-2022
- National Natural Science Foundation of China (NSFC, 12101487(PS)), 2022-2024
Research Interests and experiences
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