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Ke Chen
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Year
Stability of stationary inverse transport equation in diffusion scaling
K Chen, Q Li, L Wang
Inverse Problems 34 (2), 025004, 2018
242018
Online learning in optical tomography: a stochastic approach
K Chen, Q Li, JG Liu
Inverse Problems 34 (7), 075010, 2018
212018
Randomized sampling for basis function construction in generalized finite element methods
K Chen, Q Li, J Lu, SJ Wright
Multiscale Modeling & Simulation 18 (2), 1153-1177, 2020
202020
Random sampling and efficient algorithms for multiscale PDEs
K Chen, Q Li, J Lu, SJ Wright
SIAM Journal on Scientific Computing 42 (5), A2974-A3005, 2020
162020
Deep Operator Learning Lessens the Curse of Dimensionality for PDEs
K Chen, C Wang, H Yang
Transactions on Machine Learning Research, 2023
102023
Tensor-structured sketching for constrained least squares
K Chen, R Jin
SIAM Journal on Matrix Analysis and Applications 42 (4), 1703-1731, 2021
9*2021
A low-rank Schwarz method for radiative transfer equation with heterogeneous scattering coefficient
K Chen, Q Li, J Lu, SJ Wright
Multiscale Modeling & Simulation 19 (2), 775-801, 2021
92021
Structured random sketching for PDE inverse problems
K Chen, Q Li, K Newton, SJ Wright
SIAM Journal on Matrix Analysis and Applications 41 (4), 1742-1770, 2020
92020
Stability of inverse transport equation in diffusion scaling and Fokker--Planck limit
K Chen, Q Li, L Wang
SIAM Journal on Applied Mathematics 78 (5), 2626-2647, 2018
52018
Schwarz iteration method for elliptic equation with rough media based on random sampling
K Chen, Q Li, SJ Wright
Proceedings of the International Consortium of Chinese Mathematicians, 163, 2018
32018
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
Pseudo-differential integral autoencoder network for inverse PDE operators
K Chen, J Lai, C Wang
arXiv preprint arXiv:2310.09856, 2023
2023
let data talk: data-regularized operator learning theory for inverse problems
K Chen, C Wang, H Yang
arXiv preprint arXiv:2310.09854, 2023
2023
Fast and high-order approximation of parabolic equations using hierarchical direct solvers and implicit Runge-Kutta methods
K Chen, D Appelö, T Babb, PG Martinsson
arXiv preprint arXiv:2306.02526, 2023
2023
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Articles 1–14