About Me
I am an Assistant Research Professor of Mathematics at Duke University, working with Professors Jianfeng Lu and Jonathan Mattingly. I completed my Ph.D. in Mathematics at Johns Hopkins University, where I was fortunate to be advised by Professors Yannick Sire and Fei Lu.
Research Interests
Machine learning theory and scientific computing, with a focus on learning in dynamical systems, including interacting particle systems, quantum dynamics, and non-Markovian systems with memory. My work emphasizes the interplay among these systems, exploring intrinsic low-rank structures, efficient model reduction techniques, and rigorous analysis of error, sample complexity, and the convergence of optimization methods. Additional interests include data assimilation, inverse problems, and regularization.
Education
- Ph.D. in Mathematics, Johns Hopkins University 2017 - 2023
- B.Sc. in Mathematics and Applied Mathematics, Sun Yat-sen University 2013 - 2017
Work Experience
- William W. Elliott Assistant Research Professor in Mathematics, Duke University 2023 - Present
Awards
- SIAM Travel Award 2025.9
- Lewis Blake Award for Excellence in Teaching, Duke University 2025.8
- SIAM Travel Award 2025.3
- Award for Outstanding Undergraduate Thesis, Sun Yat-sen University 2017.8
- Outstanding Undergraduate, Sun Yat-sen University 2017.8