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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
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