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ORCIDYiqi Gu
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2020 – today
- 2023
[j14]Yiqi Gu, Michael K. Ng:
Quadrature rule based discovery of dynamics by data-driven denoising. J. Comput. Phys. 486: 112102 (2023)- [j13]Yiqi Gu, Jie Shen
:
A Fictitious Domain Spectral Method for Solving the Helmholtz Equation in Exterior Domains. J. Sci. Comput. 94(3): 46 (2023) - [j12]Yiqi Gu, John Harlim, Senwei Liang, Haizhao Yang:
Stationary Density Estimation of Itô Diffusions Using Deep Learning. SIAM J. Numer. Anal. 61(1): 45-82 (2023) - [j11]Yiqi Gu, Michael K. Ng:
Deep Neural Networks for Solving Large Linear Systems Arising from High-Dimensional Problems. SIAM J. Sci. Comput. 45(5): 2356- (2023) - [c1]Yihang Gao, Yiqi Gu, Michael Ng:
Gradient Descent Finds the Global Optima of Two-Layer Physics-Informed Neural Networks. ICML 2023: 10676-10707 - 2022
- [j10]Qiang Du, Yiqi Gu, Haizhao Yang, Chao Zhou:
The Discovery of Dynamics via Linear Multistep Methods and Deep Learning: Error Estimation. SIAM J. Numer. Anal. 60(4): 2014-2045 (2022) - [j9]Yiqi Gu, Michael K. Ng:
Deep Ritz Method for the Spectral Fractional Laplacian Equation Using the Caffarelli-Silvestre Extension. SIAM J. Sci. Comput. 44(4): 2018- (2022) - [j8]Yiqi Gu, Michael K. Ng:
Deep Adaptive Basis Galerkin Method for High-Dimensional Evolution Equations With Oscillatory Solutions. SIAM J. Sci. Comput. 44(5): 3130- (2022) - [i7]Yiqi Gu, Michael K. Ng:
Deep neural networks for solving extremely large linear systems. CoRR abs/2204.00313 (2022) - 2021
- [j7]Yiqi Gu, Chunmei Wang, Haizhao Yang:
Structure probing neural network deflation. J. Comput. Phys. 434: 110231 (2021) - [j6]Yiqi Gu, Haizhao Yang, Chao Zhou:
SelectNet: Self-paced learning for high-dimensional partial differential equations. J. Comput. Phys. 441: 110444 (2021) - [j5]Yiqi Gu, Jie Shen:
An Efficient Spectral Method for Elliptic PDEs in Complex Domains with Circular Embedding. SIAM J. Sci. Comput. 43(1): A309-A329 (2021) - [i6]Qiang Du, Yiqi Gu, Haizhao Yang, Chao Zhou:
The Discovery of Dynamics via Linear Multistep Methods and Deep Learning: Error Estimation. CoRR abs/2103.11488 (2021) - [i5]Yiqi Gu, Michael K. Ng:
Deep Ritz method for the spectral fractional Laplacian equation using the Caffarelli-Silvestre extension. CoRR abs/2108.11592 (2021) - [i4]Yiqi Gu, John Harlim, Senwei Liang, Haizhao Yang:
Stationary Density Estimation of Itô Diffusions Using Deep Learning. CoRR abs/2109.03992 (2021) - [i3]Yiqi Gu, Michael K. Ng:
Deep adaptive basis Galerkin method for high-dimensional evolution equations with oscillatory solutions. CoRR abs/2112.14418 (2021) - 2020
- [j4]Yiqi Gu, Xi Yang, Mengjiao Peng, Guang Lin:
Robust weighted SVD-type latent factor models for rating prediction. Expert Syst. Appl. 141 (2020) - [j3]Yiqi Gu, Jie Shen:
Bound preserving and energy dissipative schemes for porous medium equation. J. Comput. Phys. 410: 109378 (2020) - [j2]Yiqi Gu, Jie Shen:
Accurate and Efficient Spectral Methods for Elliptic PDEs in Complex Domains. J. Sci. Comput. 83(3): 42 (2020) - [i2]Yiqi Gu, Haizhao Yang, Chao Zhou:
SelectNet: Self-paced Learning for High-dimensional Partial Differential Equations. CoRR abs/2001.04860 (2020) - [i1]Yiqi Gu, Chunmei Wang, Haizhao Yang:
Structure Probing Neural Network Deflation. CoRR abs/2007.03609 (2020)
2010 – 2019
- 2013
- [j1]Yiqi Gu, Xiaoliang Cheng:
A Numerical Approach for Defect Modes Localization in an Inhomogeneous Medium. SIAM J. Appl. Math. 73(6): 2188-2202 (2013)
Coauthor Index
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