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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 Affiliations: Dept. Applied Math. Stat. | IDIES | DSAI Curriculum Vitae Google Scholar |
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Short Bio
I joined Johns Hopkins University in 2017 and became an Associate Professor in 2023. Previously, I held postdoctoral positions working with Alexandre Chorin at UC Berkeley and Lawrence Berkeley National Laboratory. I received my PhD from the University of Kansas in 2013 supervised by Yaozhong Hu and David Nualart.
Research
My research interests are in probability, PDEs/SPDEs, statistics, and their applications in scientific computing and machine learning. My current research focuses on developing mathematical foundations for learning dynamics from data, inverse problems, computational model reduction, and data assimilation.
Current projects: My current projects include: learning of kernels in operators, statistical learning for interacting particle systems and weak-form PDEs (from sequential ensemble data without trajectory information), and mathematical foundations of in-context learning. Please feel free to reach out if you are interested in collaborating. Openings:
I am actively seeking self-motivated PhD students interested in probability, PDEs, machine learning and scientific computing. If you are interested, please email me. I do not offer summer internships and do not work on financial mathematics.
Graduate students:
- Horace Haoran Sun, PhD candidate in Mathematics, JHU, 2025--.
- 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 in Environmental Health & Engineering, JHU, 2021 --2023