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Xin LIU
Xin LIU
Academy of Mathematics and Systems Science, Chinese Academy of Sciences
Verified email at lsec.cc.ac.cn
Title
Cited by
Cited by
Year
Artificial intelligence: A powerful paradigm for scientific research
Y Xu, X Liu, X Cao, C Huang, E Liu, S Qian, X Liu, Y Wu, F Dong, CW Qiu, ...
The Innovation 2 (4), 2021
5732021
Alternating direction methods for classical and ptychographic phase retrieval
Z Wen, C Yang, X Liu, S Marchesini
Inverse Problems 28 (11), 115010, 2012
2102012
A brief introduction to manifold optimization
J Hu, X Liu, ZW Wen, YX Yuan
Journal of the Operations Research Society of China 8, 199-248, 2020
1772020
A new first-order algorithmic framework for optimization problems with orthogonality constraints
B Gao, X Liu, X Chen, Y Yuan
SIAM Journal on Optimization 28 (1), 302-332, 2018
91*2018
Limited memory block Krylov subspace optimization for computing dominant singular value decompositions
X Liu, Z Wen, Y Zhang
SIAM Journal on Scientific Computing 35 (3), A1641-A1668, 2013
812013
On the convergence of the self-consistent field iteration in Kohn--Sham density functional theory
X Liu, X Wang, Z Wen, Y Yuan
SIAM Journal on Matrix Analysis and Applications 35 (2), 546-558, 2014
622014
Parallelizable algorithms for optimization problems with orthogonality constraints
B Gao, X Liu, Y Yuan
SIAM Journal on Scientific Computing 41 (3), A1949-A1983, 2019
582019
Extended ADMM and BCD for nonseparable convex minimization models with quadratic coupling terms: convergence analysis and insights
C Chen, M Li, X Liu, Y Ye
Mathematical Programming 173, 37-77, 2019
562019
Trace-penalty minimization for large-scale eigenspace computation
Z Wen, C Yang, X Liu, Y Zhang
Journal of Scientific Computing 66, 1175-1203, 2016
552016
On the nonergodic convergence rate of an inexact augmented Lagrangian framework for composite convex programming
YF Liu, X Liu, S Ma
Mathematics of Operations Research 44 (2), 632-650, 2019
542019
Well-balanced central-upwind scheme for a fully coupled shallow water system modeling flows over erodible bed
X Liu, A Mohammadian, A Kurganov, JAI Sedano
Journal of Computational Physics 300, 202-218, 2015
452015
An efficient Gauss--Newton algorithm for symmetric low-rank product matrix approximations
X Liu, Z Wen, Y Zhang
SIAM Journal on Optimization 25 (3), 1571-1608, 2015
442015
On the analysis of the discretized Kohn--Sham density functional theory
X Liu, Z Wen, X Wang, M Ulbrich, Y Yuan
SIAM Journal on Numerical Analysis 53 (4), 1758-1785, 2015
412015
Well-balanced positivity preserving central-upwind scheme with a novel wet/dry reconstruction on triangular grids for the Saint-Venant system
X Liu, J Albright, Y Epshteyn, A Kurganov
Journal of Computational Physics 374, 213-236, 2018
372018
Comparison of measured dam-break flood waves in triangular and rectangular channels
B Wang, J Zhang, Y Chen, Y Peng, X Liu, W Liu
Journal of hydrology 575, 690-703, 2019
342019
A coupled numerical model for water flow, sediment transport and bed erosion
X Liu, A Beljadid
Computers & Fluids 154, 273-284, 2017
332017
Even more destructive: cascade dam break floods
Z Cao, W Huang, G Pender, X Liu
Journal of Flood Risk Management 7 (4), 357-373, 2014
322014
A class of smooth exact penalty function methods for optimization problems with orthogonality constraints
N Xiao, X Liu, Y Yuan
Optimization Methods and Software 37 (4), 1205-1241, 2022
312022
An asymptotic preserving scheme for the two-dimensional shallow water equations with Coriolis forces
X Liu, A Chertock, A Kurganov
Journal of Computational Physics 391, 259-279, 2019
272019
Globally convergent Levenberg-Marquardt method for phase retrieval
C Ma, X Liu, Z Wen
IEEE Transactions on Information Theory 65 (4), 2343-2359, 2018
262018
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