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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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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:
- Statistics and machine learning, learning theory
- Inverse problems, regularization
- Stochastic model reduction, Data assimilation, Monte-Carlo sampling
- Malliavin calculus, Stein's method, and stochastic PDEs
Positions:
- Associate Professor, Department of Mathematics, Johns Hopkins University, 2023 -- present
- Assistant Professor, Department of Mathematics, Johns Hopkins University, 2017--2023
- 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:
- Sichong Zhang, PhD candidate in Applied Math&Stats, JHU, 2024--.
- Qingci An, PhD in Mathematics, JHU, 2023.
- Quanjun Lang, PhD in Mathematics, JHU, 2023 (co-supervised with Yannick Sire)
- Zehong Zhang, PhD in Mathematics, JHU, 2023
- Esther Xu, Master of AMS and PhD candidate in Environmental Health & Engineering, JHU, 2021 --2023
Grant Awards:
- NSF: DMS-1821211/1913243/CAREER2238486
- JHU Catalyst 2022