State-specific projection of COVID-19 infection in the United States and evaluation of three major control measures S Chen, Q Li, S Gao, Y Kang, X Shi Scientific reports 10 (1), 22429, 2020 | 49* | 2020 |
Overparameterization of deep ResNet: zero loss and mean-field analysis Z Ding, S Chen, Q Li, SJ Wright Journal of machine learning research 23 (48), 1-65, 2022 | 41 | 2022 |
How Implementation of entropy in driving structural ordering of nanoparticles relates to assembly kinetics: insight into reaction-induced interfacial assembly of Janus … Y Yang, P Chen, Y Cao, Z Huang, G Zhu, Z Xu, X Dai, S Chen, B Miao, ... Langmuir 34 (32), 9477-9488, 2018 | 17 | 2018 |
A good score does not lead to a good generative model S Li, S Chen, Q Li arXiv preprint arXiv:2401.04856, 2024 | 16 | 2024 |
On the global convergence of gradient descent for multi-layer resnets in the mean-field regime Z Ding, S Chen, Q Li, S Wright arXiv preprint arXiv:2110.02926, 2021 | 14 | 2021 |
Learning harmonic molecular representations on Riemannian manifold Y Wang, Y Shen, S Chen, L Wang, F Ye, H Zhou arXiv preprint arXiv:2303.15520, 2023 | 13 | 2023 |
A reduced order Schwarz method for nonlinear multiscale elliptic equations based on two-layer neural networks S Chen, Z Ding, Q Li, SJ Wright arXiv preprint arXiv:2111.02280, 2021 | 6 | 2021 |
Accelerating optimization over the space of probability measures S Chen, Q Li, O Tse, SJ Wright arXiv preprint arXiv:2310.04006, 2023 | 4 | 2023 |
Manifold learning and nonlinear homogenization S Chen, Q Li, J Lu, SJ Wright Multiscale Modeling & Simulation 20 (3), 1093-1126, 2022 | 4 | 2022 |
Semiclassical limit of an inverse problem for the Schrödinger equation S Chen, Q Li Research in the Mathematical Sciences 8 (3), 39, 2021 | 4 | 2021 |
High-frequency limit of the inverse scattering problem: Asymptotic convergence from inverse Helmholtz to inverse Liouville S Chen, Z Ding, Q Li, L Zepeda-Núnez SIAM Journal on Imaging Sciences 16 (1), 111-143, 2023 | 3 | 2023 |
Low-rank approximation for multiscale PDEs K Chen, S Chen, Q Li, J Lu, SJ Wright Notices of the American Mathematical Society 69 (6), 2021 | 2 | 2021 |
Classical limit for the varying-mass Schrödinger equation with random inhomogeneities S Chen, Q Li, X Yang Journal of Computational Physics 438, 110365, 2021 | 2 | 2021 |
Bayesian sampling using interacting particles S Chen, Z Ding, Q Li Active Particles, Volume 4, 175-215, 2024 | 1 | 2024 |
Correcting auto-differentiation in neural-ODE training Y Xu, S Chen, Q Li, SJ Wright arXiv preprint arXiv:2306.02192, 2023 | 1 | 2023 |
Avoiding Oversmoothing in Deep Graph Neural Networks: A Multiplicative Ergodic Analysis Z Chen, Z Lin, S Chen, Y Polyanskiy, P Rigollet arXiv preprint arXiv:2501.00762, 2025 | | 2025 |
Multiscale Numerical Methods for Elliptic and Wave-Type PDEs and Their Inverse Problems S Chen University of Wisconsin-Madison, 2024 | | 2024 |
Bayesian Sampling Using Interacting S Chen, Z Ding, Q Li Active Particles, Volume 4: Theory, Models, Applications, 175, 2024 | | 2024 |
On optimal bases for multiscale PDEs and Bayesian homogenization S Chen, Z Ding, Q Li, SJ Wright arXiv preprint arXiv:2305.12303, 2023 | | 2023 |