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Yiqi Gu
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Year
Selectnet: Self-paced learning for high-dimensional partial differential equations
Y Gu, H Yang, C Zhou
Journal of Computational Physics 441, 110444, 2021
502021
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
252022
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
202020
Structure probing neural network deflation
Y Gu, C Wang, H Yang
Journal of computational physics 434, 110231, 2021
142021
Bound preserving and energy dissipative schemes for porous medium equation
Y Gu, J Shen
Journal of Computational Physics 410, 109378, 2020
122020
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
11*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
72021
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
62023
Accurate and efficient spectral methods for elliptic PDEs in complex domains
Y Gu, J Shen
Journal of Scientific Computing 83, 1-20, 2020
62020
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
52023
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
52022
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
52013
Deep neural networks for solving extremely large linear systems
Y Gu, MK Ng
arXiv preprint, 2022
22022
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
12023
Quadrature rule based discovery of dynamics by data-driven denoising
Y Gu, MK Ng
Journal of Computational Physics 486, 112102, 2023
2023
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
2022
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