Xiao NING (宁霄)

Currently, I am looking for a Postdoc position.

I have abtained Ph.D. degree in Biomedical Engineering from Southeast University, supervised by Professor Feng Chen. My research goal is to understand the dynamic of complex systems more effectively by combining known information (prior knowledge, mathematical or physical equations, etc.) with data-driven methods. My research interests lies in :

  • Physics-data-driven model
  • Infectious disease transmission modelling
  • Parameter estimation in stochastic mathematical mode
  • Information extraction and knowledge graph

News

Waiting…

Education

Ph.D. in Biomedical Engineering
Sep. 2019 - Dec. 2023 : Southeast University, Nanjing, China.

M.S. in Forestry Information Engineering
Sep. 2016 - Dec. 2019 : Northeast Forestry University, Harbin, China.

B.S. in Mechatronic Engineering
Sep. 2011 - June 2015 : Xihua University, Chengdu, China

Experience

Nov. 2023 – Dec. 2023: Visiting Researcher at Bern University, Switzerland
May 2023 – Aug. 2023: Visiting Researcher at Karlsruhe Institute of Technology, Germany
Feb 2021 – Feb. 2022: Joint doctoral student at Maastricht University, Netherlands

Selected Publications

  • Ning X, et al. Epi-DNNs: Epidemiological priors informed deep neural networks for modeling COVID-19 dynamics [J]. Computers in Biology and Medicine, 2023, 158: 106693. [Paper][Code]