CAREER 2020-Present Assistant Professor Institute of Mathematical Sciences, ShanghaiTech University, China 2018-2020 Assistant Research Professor Department of Mathematics, the Pennsylvania State University, USA Mentor: John Harlim 2017-2018 Postdoctoral researcher Department of Mathematics, the Pennsylvania State University, USA Mentor: John Harlim EDUCATION 2017 Ph.D. in Applied Mathematics School of Mathematical Sciences and Institute of Natural Sciences, Shanghai Jiao Tong University, China Advisors: David Cai and Douglas Zhou 2010 B.S. in Applied Mathematics Department of Mathematics, Shanghai Jiao Tong University, China. RESEARCH INTEREST Applied mathematics: operator estimation, parameter estimation, manifold learning, nonlinear dispersive waves SELECTED PUBLICATIONS
Machine Learning for Prediction with Missing Dynamics, Journal of Computational Physics 109922 (2020)
Modeling of Missing Dynamical Systems: Deriving Parametric Models using a Nonparametric Framework, Research in the Mathematical Sciences 7(3), 1-25 (2020)
Modulation-resonance mechanism for surface waves in a two-layer fluid system, J. Fluid Mech. 875, 807-841 (2019)
Parameter estimation with data-driven nonparametric likelihood functions, Entropy 21(6), 559 (2019)
Stochastic linearization of turbulent dynamics of dispersive waves in equilibrium and non-equilibrium state, New J. Phys. 18, 083028 (2016)
Renormalized dispersion relations of β-Fermi-Pasta-Ulam chains in equilibrium and nonequilibrium states, Phys. Rev. E 90, 032925 (2014) |
Email: jiangshx@shanghaitech.edu.cn Office: S515, School of Creativity & Arts |
