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Office: 218 Krieger Hall Address: 3400 N. Charles Street, Baltimore, MD 21218 Contact: feilu[at]math(.)jhu(.)edu Phone: +1 (410) 516-2910 Affiliate: Department of Applied Mathematics and Statistics, JHU Institute for Data Intensive Engineering and Science (IDIES) Mathematics Group, Lawrence Berkeley National Laboratory Curriculum Vitae Google Scholar |
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Data Science Seminar at JHU math
Conference and seminars for graduate students
Introduction
My research interests are in probability, statistics, and their applications in scientific computing. My current research focuses on learning dynamics from data and data assimilation. I am interested in the following topics:
- Model reduction for complex systems (chaotic/stochastic DEs/PDEs)
- Data assimilation, Monte-Carlo sampling and inverse problems
- Statistical inference (time series/diffusion processes), nonparametric inference
- Malliavin calculus, Stein's method and stochastic PDEs
- Variational methods and critical point theory
Positions:
- Assistant Professor, Department of Mathematics, Johns Hopkins University, 2017 -- present
- Postdoctoral Fellow, Department of Mathematics, University of California, Berkeley 2014 -- 2017
- Postdoctoral Fellow, Mathematics Group, Lawrence Berkeley National Laboratory, 2013 -- 2017
Education:
- PhD Mathematics, University of Kansas, 2013
- MSc Mathematics, Wuhan Institute of Physics and Mathematics, 2007
- BSc Information Science and Computing, Huazhong University of Science and Technology, 2004
Graduate students:
- Qingci An, PhD candidate in Mathematics, JHU, 2017 --
- Quanjun Lang, PhD candidate in Mathematics, JHU, 2017 --
- co-supervising with Yannick Sire, - Zehong Zhang, PhD candidate in Mathematics, JHU, 2017 --
- Esther Xu, Master of AMS and PhD candidate in Environmental Health & Engineering, JHU, 2021 --