Machine learning for prediction with missing dynamics J Harlim, SW Jiang, S Liang, H Yang
Journal of Computational Physics 428, 109922, 2021
61 2021 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
21 2020 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
17 2023 Solving pdes on unknown manifolds with machine learning S Liang, SW Jiang, J Harlim, H Yang
Applied and Computational Harmonic Analysis, 101652, 2024
14 2024 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
12 2019 Parameter estimation with data-driven nonparametric likelihood functions SW Jiang, J Harlim
Entropy 21 (6), 559, 2019
11 2019 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
9 2022 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
8 2023 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
8 2014 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
7 2016 Spectral methods for solving elliptic PDEs on unknown manifolds Q Yan, SW Jiang, J Harlim
Journal of Computational Physics 486, 112132, 2023
5 2023 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
2 2023 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
1 2019 Generalized finite difference method on unknown manifolds SW Jiang, R Li, Q Yan, J Harlim
Journal of Computational Physics 502, 112812, 2024
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