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 | | 2024 |