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Shixiao W. Jiang
Shixiao W. Jiang
Assistant Professor of Mathematics, ShanghaiTech University
Verified email at shanghaitech.edu.cn - Homepage
Title
Cited by
Cited by
Year
Machine learning for prediction with missing dynamics
J Harlim, SW Jiang, S Liang, H Yang
Journal of Computational Physics 428, 109922, 2021
602021
Modeling of missing dynamical systems: Deriving parametric models using a nonparametric framework
SW Jiang, J Harlim
Research in the Mathematical Sciences 7, 1-25, 2020
212020
Ghost point diffusion maps for solving elliptic pdes on manifolds with classical boundary conditions
SW Jiang, J Harlim
Communications on Pure and Applied Mathematics 76 (2), 337-405, 2023
172023
Solving pdes on unknown manifolds with machine learning
S Liang, SW Jiang, J Harlim, H Yang
Applied and Computational Harmonic Analysis, 101652, 2024
132024
Modulation-resonance mechanism for surface waves in a two-layer fluid system
SW Jiang, G Kovačič, D Zhou, D Cai
Journal of Fluid Mechanics 875, 807-841, 2019
122019
Parameter estimation with data-driven nonparametric likelihood functions
SW Jiang, J Harlim
Entropy 21 (6), 559, 2019
102019
Graph-based prior and forward models for inverse problems on manifolds with boundaries
J Harlim, SW Jiang, H Kim, D Sanz-Alonso
Inverse Problems 38 (3), 035006, 2022
92022
Renormalized dispersion relations of -Fermi-Pasta-Ulam chains in equilibrium and nonequilibrium states
WJ Shi-xiao, H Lu, D Zhou, D Cai
Physical Review E 90 (3), 032925, 2014
82014
Kernel-based methods for solving time-dependent advection-diffusion equations on manifolds
Q Yan, SW Jiang, J Harlim
Journal of Scientific Computing 94 (1), 5, 2023
72023
Stochastic linearization of turbulent dynamics of dispersive waves in equilibrium and non-equilibrium state
SW Jiang, H Lu, D Zhou, D Cai
New Journal of Physics 18 (8), 083028, 2016
72016
Spectral methods for solving elliptic PDEs on unknown manifolds
Q Yan, SW Jiang, J Harlim
Journal of Computational Physics 486, 112132, 2023
52023
Radial basis approximation of tensor fields on manifolds: from operator estimation to manifold learning
J Harlim, SW Jiang, JW Peoples
Journal of Machine Learning Research 24 (345), 1-85, 2023
22023
Asymmetric behavior of surface waves induced by an underlying interfacial wave
SW Jiang, G Kovačič, D Zhou
Communications in Mathematical Sciences, 17 (5), 1333-1351, 2019
12019
Generalized finite difference method on unknown manifolds
SW Jiang, R Li, Q Yan, J Harlim
Journal of Computational Physics 502, 112812, 2024
2024
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