CV

Education

• B.S. in Applied Mathematics, Department of Mathematics, Shanghai Jiao Tong University, 2010
• Visiting scholar of Courant Institute of Mathematical Sciences, 2014
• Ph.D in Applied Mathematics, School of Mathematical Sciences and Institute of Natural Sciences, Shanghai Jiao Tong University, under supervision of Prof. David Cai and Prof. Douglas Zhou, 2017

Work experience

• 2017-2018: Postdoc research associate
  • Department of Mathematics, the Pennsylvania State University, USA
  • Mentor: Prof. John Harlim
• 2018-2020: Assistant Research Professor
  • Department of Mathematics, the Pennsylvania State University, USA
  • Mentor: Prof. John Harlim
• 2020-Present: Assistant Professor
  • Institute of Mathematical Sciences, ShanghaiTech University, China

Talks

• Machine Learning for Missing Dynamics (Aug 23, 2023), the 10th International Congress on Industrial and Applied Mathematics (ICIAM), Waseda University, Tokyo, Japan
• Radial Basis Function-Finite Difference Method for Solving PDEs and Eigenvalue Problems on Riemannian Manifolds (Jun 27, 2023), invited talk at Zhejiang University
• Machine Learning for Predicting Missing Dynamics (Jun 11, 2023), the 10th Foundations of Computational Mathematics, Sorbonne Université, Paris, France
• Radial Basis Functions for Approximating Differential Operators on Closed Manifolds (Aug 18, 2022), Conference on Scientific Machine Learning in Beijing
• Diffusion Maps for Elliptic Inverse Problems (Nov. 20, 2021), the 16th Computational Methods in Science and Engineering, University of Shanghai for Science and Technology
• Modulation-resonance mechanism for surface waves in a two-layer fluid system (May 23, 2021), SIAM (Society for Industrial and Applied Mathematics) DS21 (Dynamical Systems) 2021, California (Virtually online)
• Diffusion Maps Algorithm for Solving PDEs on Manifolds (Nov 06, 2020) invited seminar 2020, ShanghaiTech University
• Machine Learning for Missing Dynamics (Jun. 08, 2020), SIAM (Society for Industrial and Applied Mathematics) MPE (Conference on Mathematics of Planet Earth) 2020, Virtually online
• Parameter estimation with data-driven nonparametric likelihood functions (Feb. 27, 2019), SIAM (Society for Industrial and Applied Mathematics) CSE (Conference on Computational Science and Engineering) 2019, Washington
• Different dynamical behaviors of dispersive waves from the weakly nonlinear to the strongly nonlinear regime (Jun. 12, 2018), SIAM (Society for Industrial and Applied Mathematics) NWCS (Conference on Nonlinear Waves and Coherent Structures) 2018, California
• Wave phenomena (Jun. 07, 2018), Research Experiences for Undergraduates 2018, Penn State University
• Modulation and resonance induced by the coupling between internal waves and surface waves (Aug. 9, 2016), SIAM (Society for Industrial and Applied Mathematics) NWCS (Conference on Nonlinear Waves and Coherent Structures) 2016, Philadelphia
• Dispersion Relations in Water Waves and FPU Chains (Dec. 4, 2014), Dynamical seminars, Rensselaer Polytechnic Institute
• Renormalized Dispersion Relations for β-Fermi-Pasta-Ulam chains (Nov. 23, 2013), the 9th Computational Methods in Science and Engineering, East China University of Science and Technology
• Coupling Between Internal Waves and Surface Waves (Nov. 24, 2012), the 8th Computational Methods in Science and Engineering, Shanghai University of Finance and Economics
• Coupling Between Internal Waves and Surface Waves (Oct. 11, 2012), Ph.D. Candidate Forum on Computational and Applied Mathematics, Shanghai Jiao Tong University