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Shi Chen
Shi Chen
Applied Math Instructor, MIT
mit.edu의 이메일 확인됨 - 홈페이지
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연도
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
412022
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
172018
A good score does not lead to a good generative model
S Li, S Chen, Q Li
arXiv preprint arXiv:2401.04856, 2024
162024
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
142021
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
132023
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
Accelerating optimization over the space of probability measures
S Chen, Q Li, O Tse, SJ Wright
arXiv preprint arXiv:2310.04006, 2023
42023
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
42021
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
32023
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
22021
Classical limit for the varying-mass Schrödinger equation with random inhomogeneities
S Chen, Q Li, X Yang
Journal of Computational Physics 438, 110365, 2021
22021
Bayesian sampling using interacting particles
S Chen, Z Ding, Q Li
Active Particles, Volume 4, 175-215, 2024
12024
Correcting auto-differentiation in neural-ODE training
Y Xu, S Chen, Q Li, SJ Wright
arXiv preprint arXiv:2306.02192, 2023
12023
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
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학술자료 1–19