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Shi Chen (陈实)
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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
43*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
282022
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
162018
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
82023
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
82021
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
62021
Manifold learning and nonlinear homogenization
S Chen, Q Li, J Lu, SJ Wright
Multiscale Modeling & Simulation 20 (3), 1093-1126, 2022
42022
Semiclassical limit of an inverse problem for the Schrödinger equation
S Chen, Q Li
Research in the Mathematical Sciences 8 (3), 39, 2021
32021
A good score does not lead to a good generative model
S Li, S Chen, Q Li
arXiv preprint arXiv:2401.04856, 2024
22024
Correcting auto-differentiation in neural-ODE training
Y Xu, S Chen, Q Li, SJ Wright
arXiv preprint arXiv:2306.02192, 2023
12023
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
12023
Low-rank approximation for multiscale PDEs
K Chen, S Chen, Q Li, J Lu, SJ Wright
Notices Amer. Math. Soc 69, 901-913, 2022
12022
Classical limit for the varying-mass Schrödinger equation with random inhomogeneities
S Chen, Q Li, X Yang
Journal of Computational Physics 438, 110365, 2021
12021
Bayesian sampling using interacting particles
S Chen, Z Ding, Q Li
arXiv preprint arXiv:2401.13100, 2024
2024
Accelerating optimization over the space of probability measures
S Chen, Q Li, O Tse, SJ Wright
arXiv preprint arXiv:2310.04006, 2023
2023
On optimal bases for multiscale PDEs and Bayesian homogenization
S Chen, Z Ding, Q Li, SJ Wright
arXiv preprint arXiv:2305.12303, 2023
2023
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