Yiqi Gu

Orcid: 0000-0002-4341-8509

According to our database1, Yiqi Gu authored at least 16 papers between 2013 and 2023.

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Bibliography

2023
Deep Neural Networks for Solving Large Linear Systems Arising from High-Dimensional Problems.
SIAM J. Sci. Comput., October, 2023

Stationary Density Estimation of Itô Diffusions Using Deep Learning.
SIAM J. Numer. Anal., February, 2023

A Fictitious Domain Spectral Method for Solving the Helmholtz Equation in Exterior Domains.
J. Sci. Comput., February, 2023

Quadrature rule based discovery of dynamics by data-driven denoising.
J. Comput. Phys., 2023

Gradient Descent Finds the Global Optima of Two-Layer Physics-Informed Neural Networks.
Proceedings of the International Conference on Machine Learning, 2023

2022
The Discovery of Dynamics via Linear Multistep Methods and Deep Learning: Error Estimation.
SIAM J. Numer. Anal., August, 2022

Deep Adaptive Basis Galerkin Method for High-Dimensional Evolution Equations With Oscillatory Solutions.
SIAM J. Sci. Comput., 2022

Deep Ritz Method for the Spectral Fractional Laplacian Equation Using the Caffarelli-Silvestre Extension.
SIAM J. Sci. Comput., 2022

Deep neural networks for solving extremely large linear systems.
CoRR, 2022

2021
An Efficient Spectral Method for Elliptic PDEs in Complex Domains with Circular Embedding.
SIAM J. Sci. Comput., 2021

SelectNet: Self-paced learning for high-dimensional partial differential equations.
J. Comput. Phys., 2021

Structure probing neural network deflation.
J. Comput. Phys., 2021

2020
Accurate and Efficient Spectral Methods for Elliptic PDEs in Complex Domains.
J. Sci. Comput., 2020

Bound preserving and energy dissipative schemes for porous medium equation.
J. Comput. Phys., 2020

Robust weighted SVD-type latent factor models for rating prediction.
Expert Syst. Appl., 2020

2013
A Numerical Approach for Defect Modes Localization in an Inhomogeneous Medium.
SIAM J. Appl. Math., 2013


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