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 John Harlim, Shixiao W. Jiang, Senwei Liang, and Haizhao Yang, Machine Learning for Prediction with Missing Dynamics, Journal of Computational Physics 109922 (2020) Shixiao W. Jiang and John Harlim, Modeling of Missing Dynamical Systems: Deriving Parametric Models using a Nonparametric Framework, Research in the Mathematical Sciences 7(3), 1-25 (2020) Shixiao W. Jiang, Gregor Kovacic, Douglas Zhou, and David Cai, Modulation-resonance mechanism for surface waves in a two-layer fluid system, J. Fluid Mech. 875, 807-841 (2019) Shixiao W. Jiang and John Harlim, Parameter estimation with data-driven nonparametric likelihood functions, Entropy 21(6), 559 (2019) Shixiao W. Jiang, Haihao Lu, Douglas Zhou, and David Cai, Stochastic linearization of turbulent dynamics of dispersive waves in equilibrium and non-equilibrium state, New J. Phys. 18, 083028 (2016) Shi-xiao W. Jiang, Hai-hao Lu, Douglas Zhou, and David Cai, Renormalized dispersion relations of β-Fermi-Pasta-Ulam chains in equilibrium and nonequilibrium states, Phys. Rev. E 90, 032925 (2014) |
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