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Yongcun Song
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Year
An ADMM numerical approach to linear parabolic state constrained optimal control problems
R Glowinski, Y Song, X Yuan
Numerische Mathematik 144 (4), 931-966, 2020
222020
An alternating direction method of multipliers for elliptic equation constrained optimization problem
K Zhang, JS Li, YC Song, XS Wang
Science China Mathematics 60, 361-378, 2017
182017
Application of the alternating direction method of multipliers to control constrained parabolic optimal control problems and beyond
R Glowinski, Y Song, X Yuan, H Yue
Ann. Appl. Math 38 (2), 115-158, 2022
16*2022
Bilinear optimal control of an advection-reaction-diffusion system
R Glowinski, Y Song, X Yuan, H Yue
SIAM Review 64 (2), 392-421, 2022
132022
An inexact Uzawa algorithmic framework for nonlinear saddle point problems with applications to elliptic optimal control problem
Y Song, X Yuan, H Yue
SIAM Journal on Numerical Analysis 57 (6), 2656-2684, 2019
92019
Lattice structure design optimization under localized linear buckling constraints
M Li, Y Song, X Yang, K Zhang
Computers & Structures 286, 107112, 2023
52023
A two-stage numerical approach for the sparse initial source identification of a diffusion–advection equation
U Biccari, Y Song, X Yuan, E Zuazua
Inverse Problems 39 (9), 095003, 2023
52023
The ADMM-PINNs algorithmic framework for nonsmooth PDE-constrained optimization: a deep learning approach
Y Song, X Yuan, H Yue
arXiv preprint arXiv:2302.08309, 2023
42023
Approximate and weighted data reconstruction attack in federated learning
Y Song, Z Wang, E Zuazua
arXiv preprint arXiv:2308.06822, 2023
22023
Alternating direction based method for optimal control problem constrained by Stokes equation
Y Gao, J Li, Y Song, C Wang, K Zhang
Journal of Inverse and Ill-posed Problems 30 (1), 81-99, 2022
22022
A numerical approach to the optimal control of thermally convective flows
Y Song, X Yuan, H Yue
Journal of Computational Physics 494, 112458, 2023
12023
Accelerated primal-dual methods with enlarged step sizes and operator learning for nonsmooth optimal control problems
Y Song, X Yuan, H Yue
arXiv preprint arXiv:2307.00296, 2023
12023
FedADMM-InSa: An inexact and self-adaptive ADMM for federated learning
Y Song, Z Wang, E Zuazua
arXiv preprint arXiv:2402.13989, 2024
2024
The hard-constraint PINNs for interface optimal control problems
MC Lai, Y Song, X Yuan, H Yue, T Zeng
arXiv preprint arXiv:2308.06709, 2023
2023
First Order Numerical Algorithms for Some Optimal Control Problems with PDE Constraints
S Yongcun
The University of Hong Kong, 2021
2021
First order numerical algorithms for some optimal control problems with PDE constraints
Y Song
HKU Theses Online (HKUTO), 2021
2021
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