| Nonlocal neural networks, nonlocal diffusion and nonlocal modeling Y Tao, Q Sun, Q Du, W Liu Advances in Neural Information Processing Systems 31, 2018 | 47 | 2018 |
| Stochastic training of residual networks: a differential equation viewpoint Q Sun, Y Tao, Q Du arXiv preprint arXiv:1812.00174, 2018 | 26 | 2018 |
| Dirichlet-Neumann learning algorithm for solving elliptic interface problems Q Sun, X Xu, H Yi arXiv preprint arXiv:2301.07361, 2023 | 6 | 2023 |
| Domain decomposition learning methods for solving elliptic problems Q Sun, X Xu, H Yi SIAM Journal on Scientific Computing 46 (4), A2445-A2474, 2024 | 5 | 2024 |
| A distributed optimal control problem with averaged stochastic gradient descent Q Sun, Q Du Communications in Computational Physics 27 (3), 753-774, 2020 | 4 | 2020 |
| Data-driven compressive sensing and applications in uncertainty quantification H Liang, Q Sun, Q Du Journal of Computational Physics 374, 787-802, 2018 | 3 | 2018 |
| Layer-parallel training of residual networks with auxiliary variables Q Sun, H Dong, Z Chen, W Dian, J Sun, Y Sun, Z Li, B Dong The Symbiosis of Deep Learning and Differential Equations, 2021 | 2 | 2021 |
| Asymptotically compatible schemes for stochastic homogenization Q Sun, Q Du, J Ming SIAM Journal on Numerical Analysis 56 (3), 1942-1960, 2018 | 2 | 2018 |
| Lift-and-Embed Learning Methods for Solving Scalar Hyperbolic Equations with Discontinuous Solutions Z Liu, Q Sun, X Xu arXiv preprint arXiv:2411.05382, 2024 | | 2024 |
| Neural Green's Function Accelerated Iterative Methods for Solving Indefinite Boundary Value Problems S Li, Q Sun, X Xu, B Zheng arXiv preprint arXiv:2410.06919, 2024 | | 2024 |
| Layer‐parallel training of residual networks with auxiliary variable networks Q Sun, H Dong, Z Chen, J Sun, Z Li, B Dong Numerical Methods for Partial Differential Equations, e23147, 2021 | | 2021 |
