| Selectnet: Self-paced learning for high-dimensional partial differential equations Y Gu, H Yang, C Zhou Journal of Computational Physics 441, 110444, 2021 | 69 | 2021 |
| The discovery of dynamics via linear multistep methods and deep learning: Error estimation Q Du, Y Gu, H Yang, C Zhou SIAM Journal on Numerical Analysis 60 (4), 2014-2045, 2022 | 31 | 2022 |
| Robust weighted SVD-type latent factor models for rating prediction Y Gu, X Yang, M Peng, G Lin Expert Systems with Applications 141, 112885, 2020 | 23 | 2020 |
| Gradient descent finds the global optima of two-layer physics-informed neural networks Y Gao, Y Gu, M Ng International Conference on Machine Learning, 10676-10707, 2023 | 18 | 2023 |
| Bound preserving and energy dissipative schemes for porous medium equation Y Gu, J Shen Journal of Computational Physics 410, 109378, 2020 | 18 | 2020 |
| Structure probing neural network deflation Y Gu, C Wang, H Yang Journal of computational physics 434, 110231, 2021 | 17 | 2021 |
| Stationary density estimation of itô diffusions using deep learning Y Gu, J Harlim, S Liang, H Yang SIAM Journal on Numerical Analysis 61 (1), 45-82, 2023 | 15* | 2023 |
| An efficient spectral method for elliptic PDEs in complex domains with circular embedding Y Gu, J Shen SIAM Journal on Scientific Computing 43 (1), A309-A329, 2021 | 14 | 2021 |
| Accurate and efficient spectral methods for elliptic PDEs in complex domains Y Gu, J Shen Journal of Scientific Computing 83, 1-20, 2020 | 12 | 2020 |
| Deep Ritz Method for the Spectral Fractional Laplacian Equation Using the Caffarelli--Silvestre Extension Y Gu, MK Ng SIAM Journal on Scientific Computing 44 (4), A2018-A2036, 2022 | 9 | 2022 |
| Deep neural networks for solving large linear systems arising from high-dimensional problems Y Gu, MK Ng SIAM Journal on Scientific Computing 45 (5), A2356-A2381, 2023 | 8 | 2023 |
| A fictitious domain spectral method for solving the Helmholtz equation in exterior domains Y Gu, J Shen Journal of Scientific Computing 94 (3), 46, 2023 | 5 | 2023 |
| A numerical approach for defect modes localization in an inhomogeneous medium Y Gu, X Cheng SIAM Journal on Applied Mathematics 73 (6), 2188-2202, 2013 | 5 | 2013 |
| Deep adaptive basis Galerkin method for high-dimensional evolution equations with oscillatory solutions Y Gu, MK Ng SIAM Journal on Scientific Computing 44 (5), A3130-A3157, 2022 | 4 | 2022 |
| Deep neural networks for solving extremely large linear systems Y Gu, MK Ng arXiv preprint, 2022 | 2 | 2022 |
| Quadrature rule based discovery of dynamics by data-driven denoising Y Gu, MK Ng Journal of Computational Physics 486, 112102, 2023 | 1 | 2023 |
