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2020 – today
- 2024
[j55]Alon Jacobson
, Xiaozhe Hu:
Structure-preserving discretization of fractional vector calculus using discrete exterior calculus. Comput. Math. Appl. 153: 186-196 (2024)- [j54]James H. Adler, Xiaozhe Hu, Yuwen Li, Ludmil T. Zikatanov:
Parameter-free preconditioning for nearly-incompressible linear elasticity. Comput. Math. Appl. 154: 39-44 (2024) - [j53]Álvaro Pé de la Riva, Carmen Rodrigo, Francisco José Gaspar, James H. Adler, Xiaozhe Hu, Ludmil T. Zikatanov:
A local Fourier analysis for additive Schwarz smoothers. Comput. Math. Appl. 158: 13-20 (2024) - [j52]Xiaozhe Hu, Seulip Lee, Lin Mu, Son-Young Yi:
Pressure-robust enriched Galerkin methods for the Stokes equations. J. Comput. Appl. Math. 436: 115449 (2024) - [j51]Kapil Devkota, Anselm Blumer, Xiaozhe Hu, Lenore Cowen:
Approximate IsoRank for Scalable and Functionally Meaningful Cross-Species Alignments of Protein Interaction Networks. J. Comput. Biol. 31(10): 990-1007 (2024) - [j50]Jonas A. Actor, Xiaozhe Hu, Andy Huang, Scott A. Roberts, Nathaniel Trask:
Data-driven Whitney forms for structure-preserving control volume analysis. J. Comput. Phys. 496: 112520 (2024) - [j49]Gangfan Zhong, Xiaozhe Hu, Ming Tang, Liuqiang Zhong:
Fast Convex Optimization via Differential Equation with Hessian-Driven Damping and Tikhonov Regularization. J. Optim. Theory Appl. 203(1): 42-82 (2024) - [j48]David L. Green, Xiaozhe Hu, Jeremy Lore, Lin Mu, Mark L. Stowell:
An Efficient High-Order Solver for Diffusion Equations with Strong Anisotropy on Non-Anisotropy-Aligned Meshes. SIAM J. Sci. Comput. 46(2): S199-S222 (2024) - [j47]Xiaozhe Hu, Junyuan Lin:
Solving Graph Laplacians via Multilevel Sparsifiers. SIAM J. Sci. Comput. 46(2): S378-S400 (2024) - [j46]Ana Budisa, Xiaozhe Hu, Miroslav Kuchta, Kent-André Mardal, Ludmil T. Zikatanov:
Algebraic Multigrid Methods for Metric-Perturbed Coupled Problems. SIAM J. Sci. Comput. 46(3): 1461- (2024) - [c9]Kapil Devkota, Anselm Blumer, Xiaozhe Hu, Lenore Cowen:
Fast Approximate IsoRank for Scalable Global Alignment of Biological Networks. RECOMB 2024: 1-16 - [i31]James H. Adler, Xiaozhe Hu, Xue Wang, Zhongqin Xue:
Improving Greedy Algorithms for Rational Approximation. CoRR abs/2407.15775 (2024) - [i30]James H. Adler, Samuel Hocking, Xiaozhe Hu, Shafiqul Islam:
Physics-informed nonlinear vector autoregressive models for the prediction of dynamical systems. CoRR abs/2407.18057 (2024) - [i29]Álvaro Pé de la Riva, Francisco José Gaspar, Xiaozhe Hu, James H. Adler, Carmen Rodrigo, Ludmil T. Zikatanov:
Oscillation-free numerical schemes for Biot's model and their iterative coupling solution. CoRR abs/2407.19599 (2024) - 2023
- [j45]James H. Adler, Casey Cavanaugh, Xiaozhe Hu, Andy Huang, Nathaniel Trask:
A Stable Mimetic Finite-Difference Method for Convection-Dominated Diffusion Equations. SIAM J. Sci. Comput. 45(3): 2973-3000 (2023) - [j44]James H. Adler, Yunhui He, Xiaozhe Hu, Scott P. MacLachlan, Peter Ohm:
Monolithic Multigrid for a Reduced-Quadrature Discretization of Poroelasticity. SIAM J. Sci. Comput. 45(3): S54-S81 (2023) - [j43]Xingwen Zhu, Xiaozhe Hu, Pengtao Sun:
Physics-Informed Neural Networks for Solving Dynamic Two-Phase Interface Problems. SIAM J. Sci. Comput. 45(6): 2912-2944 (2023) - [j42]Ana Budisa, Xiaozhe Hu, Miroslav Kuchta, Kent-André Mardal, Ludmil T. Zikatanov:
HAZniCS - Software Components for Multiphysics Problems. ACM Trans. Math. Softw. 49(4): 36:1-36:23 (2023) - [c8]Mingjia Fan, Xiaotian Tian, Yintao He, Junxian Li, Yiru Duan, Xiaozhe Hu, Ying Wang, Zhou Jin, Weifeng Liu:
AmgR: Algebraic Multigrid Accelerated on ReRAM. DAC 2023: 1-6 - [i28]James H. Adler, Xiaozhe Hu, Yuwen Li, Ludmil T. Zikatanov:
Parameter-free preconditioning for nearly-incompressible linear elasticity. CoRR abs/2304.00103 (2023) - [i27]Ana Budisa, Xiaozhe Hu, Miroslav Kuchta, Kent-André Mardal, Ludmil Tomov Zikatanov:
Algebraic multigrid methods for metric-perturbed coupled problems. CoRR abs/2305.06073 (2023) - [i26]Álvaro Pé de la Riva, Carmen Rodrigo, Francisco José Gaspar, James H. Adler, Xiaozhe Hu, Ludmil T. Zikatanov:
A Local Fourier Analysis for Additive Schwarz Smoothers. CoRR abs/2310.09381 (2023) - 2022
- [j41]Son-Young Yi, Xiaozhe Hu, Sanghyun Lee, James H. Adler:
An enriched Galerkin method for the Stokes equations. Comput. Math. Appl. 120: 115-131 (2022) - [j40]David L. Green, Xiaozhe Hu, Jeremy Lore, Lin Mu, Mark L. Stowell:
An efficient high-order numerical solver for diffusion equations with strong anisotropy. Comput. Phys. Commun. 276: 108333 (2022) - [j39]Cuiyu He, Xiaozhe Hu, Lin Mu:
A mesh-free method using piecewise deep neural network for elliptic interface problems. J. Comput. Appl. Math. 412: 114358 (2022) - [j38]Nathaniel Trask, Andy Huang, Xiaozhe Hu:
Enforcing exact physics in scientific machine learning: A data-driven exterior calculus on graphs. J. Comput. Phys. 456: 110969 (2022) - [c7]Ana Budisa, Xiaozhe Hu, Miroslav Kuchta, Kent-André Mardal, Ludmil T. Zikatanov:
Rational Approximation Preconditioners for Multiphysics Problems. NMA 2022: 100-113 - [i25]Zisheng Ye, Xiaozhe Hu, Wenxiao Pan:
A Multigrid Preconditioner for Spatially Adaptive High-order Meshless Method on Fluid-solid Interaction Problems. CoRR abs/2203.15908 (2022) - [i24]Xiaozhe Hu, Eirik Keilegavlen, Jan M. Nordbotten:
Effective Preconditioners for Mixed-Dimensional Scalar Elliptic Problems. CoRR abs/2206.03203 (2022) - [i23]Xiaozhe Hu, Junyuan Lin:
Solving Graph Laplacians via Multilevel Sparsifiers. CoRR abs/2207.07847 (2022) - [i22]Xingwen Zhu, Xiaozhe Hu, Pengtao Sun:
A Deep Neural Network/Meshfree Method for Solving Dynamic Two-phase Interface Problems. CoRR abs/2207.10725 (2022) - [i21]James H. Adler, Casey Cavanaugh, Xiaozhe Hu, Andy Huang, Nathaniel Trask:
A Stable Mimetic Finite-Difference Method for Convection-Dominated Diffusion Equations. CoRR abs/2208.04169 (2022) - [i20]Xiaozhe Hu, Seulip Lee, Lin Mu, Son-Young Yi:
Pressure-robust enriched Galerkin methods for the Stokes equations. CoRR abs/2208.13076 (2022) - [i19]Ana Budisa, Xiaozhe Hu, Miroslav Kuchta, Kent-André Mardal, Ludmil T. Zikatanov:
Rational approximation preconditioners for multiphysics problems. CoRR abs/2209.11659 (2022) - [i18]Alon Jacobson, Xiaozhe Hu:
Structure-Preserving Discretization of Fractional Vector Calculus using Discrete Exterior Calculus. CoRR abs/2210.11175 (2022) - [i17]Ana Budisa, Xiaozhe Hu, Miroslav Kuchta, Kent-André Mardal, Ludmil T. Zikatanov:
HAZniCS - Software Components for Multiphysics Problems. CoRR abs/2210.13274 (2022) - 2021
- [j37]Erlend Hodneland, Xiaozhe Hu, Jan M. Nordbotten:
Well-Posedness and Discretization for a Class of Models for Mixed-Dimensional Problems with High-Dimensional Gap. SIAM J. Appl. Math. 81(5): 2218-2245 (2021) - [j36]James H. Adler, Casey Cavanaugh, Xiaozhe Hu, Ludmil T. Zikatanov:
A Finite-Element Framework for a Mimetic Finite-Difference Discretization of Maxwell's Equations. SIAM J. Sci. Comput. 43(4): A2638-A2659 (2021) - [j35]Xiaozhe Hu, Kaiyi Wu, Ludmil T. Zikatanov:
A Posteriori Error Estimates for Multilevel Methods for Graph Laplacians. SIAM J. Sci. Comput. 43(5): S727-S742 (2021) - [j34]Lenore Cowen, Kapil Devkota, Xiaozhe Hu, James M. Murphy, Kaiyi Wu:
Diffusion State Distances: Multitemporal Analysis, Fast Algorithms, and Applications to Biological Networks. SIAM J. Math. Data Sci. 3(1): 142-170 (2021) - [c6]Andy Huang, Nathaniel Trask, Christopher Brissette, Xiaozhe Hu:
Greedy Fiedler Spectral Partitioning for Data-driven Discrete Exterior Calculus. AAAI Spring Symposium: MLPS 2021 - [c5]Lenore J. Cowen, Xiaozhe Hu, Junyuan Lin, Yue Shen, Kaiyi Wu:
Random-Walk Based Approximate k-Nearest Neighbors Algorithm for Diffusion State Distance. LSSC 2021: 3-15 - [i16]Li-Ping Liu, Ruiyuan Gu, Xiaozhe Hu:
Ladder Polynomial Neural Networks. CoRR abs/2106.13834 (2021) - [i15]James H. Adler, Yunhui He, Xiaozhe Hu, Scott P. MacLachlan, Peter Ohm:
Monolithic multigrid for a reduced-quadrature discretization of poroelasticity. CoRR abs/2107.04060 (2021) - [i14]David L. Green, Xiaozhe Hu, Jeremy Lore, Lin Mu, Mark L. Stowell:
An Efficient High-order Numerical Solver for Diffusion Equations with Strong Anisotropy. CoRR abs/2109.05085 (2021) - [i13]Son-Young Yi, Xiaozhe Hu, Sanghyun Lee, James H. Adler, Ludmil T. Zikatanov:
An Enriched Galerkin Method for the Stokes Equations. CoRR abs/2110.05310 (2021) - 2020
- [j33]Juan Batista, Xiaozhe Hu, Ludmil T. Zikatanov:
Auxiliary space preconditioning for mixed finite element discretizations of Richards' equation. Comput. Math. Appl. 80(2): 405-416 (2020) - [j32]Xiaozhe Hu, Carmen Rodrigo, Francisco José Gaspar:
Using hierarchical matrices in the solution of the time-fractional heat equation by multigrid waveform relaxation. J. Comput. Phys. 416: 109540 (2020) - [j31]Long Chen, Xiaozhe Hu, Steven M. Wise:
Convergence analysis of the Fast Subspace Descent method for convex optimization problems. Math. Comput. 89(325): 2249-2282 (2020) - [j30]J. H. Adler, Francisco José Gaspar, Xiaozhe Hu, Peter Ohm, Carmen Rodrigo, Ludmil T. Zikatanov:
Robust Preconditioners for a New Stabilized Discretization of the Poroelastic Equations. SIAM J. Sci. Comput. 42(3): B761-B791 (2020) - [j29]Ana Budisa, Wietse M. Boon, Xiaozhe Hu:
Mixed-Dimensional Auxiliary Space Preconditioners. SIAM J. Sci. Comput. 42(5): A3367-A3396 (2020) - [i12]Lenore Cowen, Kapil Devkota, Xiaozhe Hu, James M. Murphy, Kaiyi Wu:
Diffusion State Distances: Multitemporal Analysis, Fast Algorithms, and Applications to Biological Networks. CoRR abs/2003.03616 (2020) - [i11]Cuiyu He, Xiaozhe Hu, Lin Mu:
A Mesh-free Method Using Piecewise Deep Neural Network for Elliptic Interface Problems. CoRR abs/2005.04847 (2020) - [i10]Long Chen, Xiaozhe Hu, Huiwen Wu:
Randomized Fast Subspace Descent Methods. CoRR abs/2006.06589 (2020) - [i9]Erlend Hodneland, Xiaozhe Hu, Jan Martin Nordbotten:
Well-posedness, discretization and preconditioners for a class of models for mixed-dimensional problems with high dimensional gap. CoRR abs/2006.12273 (2020) - [i8]Chunyan Niu, Xiaozhe Hu:
Momentum Accelerated Multigrid Methods. CoRR abs/2006.16986 (2020) - [i7]Xiaozhe Hu, Kaiyi Wu, Ludmil T. Zikatanov:
A Posteriori Error Estimates for Multilevel Methods for Graph Laplacians. CoRR abs/2007.00189 (2020) - [i6]James H. Adler, Casey Cavanaugh, Xiaozhe Hu, Ludmil T. Zikatanov:
A finite-element framework for a mimetic finite-difference discretization of Maxwell's equations. CoRR abs/2012.03148 (2020) - [i5]Nathaniel Trask, Andy Huang, Xiaozhe Hu:
Enforcing exact physics in scientific machine learning: a data-driven exterior calculus on graphs. CoRR abs/2012.11799 (2020)
2010 – 2019
- 2019
- [j28]James H. Adler, Yunhui He, Xiaozhe Hu, Scott P. MacLachlan:
Vector-potential finite-element formulations for two-dimensional resistive magnetohydrodynamics. Comput. Math. Appl. 77(2): 476-493 (2019) - [j27]James H. Adler, Xiaozhe Hu, Lin Mu, Xiu Ye:
An a posteriori error estimator for the weak Galerkin least-squares finite-element method. J. Comput. Appl. Math. 362: 383-399 (2019) - [j26]Xiaozhe Hu, Lin Mu, Xiu Ye:
A weak Galerkin finite element method for the Navier-Stokes equations. J. Comput. Appl. Math. 362: 614-625 (2019) - [j25]Xiaozhe Hu, Panayot S. Vassilevski:
Modifying AMG Coarse Spaces with Weak Approximation Property to Exhibit Approximation in Energy Norm. SIAM J. Matrix Anal. Appl. 40(3): 1131-1152 (2019) - [j24]Xiaozhe Hu, Junyuan Lin, Ludmil T. Zikatanov:
An Adaptive Multigrid Method Based on Path Cover. SIAM J. Sci. Comput. 41(5): S220-S241 (2019) - [c4]Anuththari Gamage, Brian Rappaport, Shuchin Aeron, Xiaozhe Hu:
Common Randomized Shortest Paths (C-RSP): A Simple Yet Effective Framework for Multi-view Graph Embedding. ICASSP 2019: 3542-3546 - [i4]Chunyan Niu, Hongxing Rui, Xiaozhe Hu:
A Stabilized Hybrid Mixed Finite Element Method for Poroelasticity. CoRR abs/1906.00885 (2019) - [i3]Xiaozhe Hu, Panayot S. Vassilevski:
Modifying AMG coarse spaces with weak approximation property to exhibit approximation in energy norm. CoRR abs/1906.08186 (2019) - [i2]Ana Budisa, Wietse M. Boon, Xiaozhe Hu:
Mixed-Dimensional Auxiliary Space Preconditioners. CoRR abs/1910.04704 (2019) - 2018
- [j23]Xiaozhe Hu, Lin Mu, Xiu Ye:
Weak Galerkin method for the Biot's consolidation model. Comput. Math. Appl. 75(6): 2017-2030 (2018) - [j22]Nathaniel Trask, Martin R. Maxey, Xiaozhe Hu:
A compatible high-order meshless method for the Stokes equations with applications to suspension flows. J. Comput. Phys. 355: 310-326 (2018) - [j21]Junyuan Lin, Lenore J. Cowen, Benjamin J. Hescott, Xiaozhe Hu:
Computing the diffusion state distance on graphs via algebraic multigrid and random projections. Numer. Linear Algebra Appl. 25(3) (2018) - [j20]Arthur Bousquet, Xiaozhe Hu, Maximilian S. Metti, Jinchao Xu:
Newton Solvers for Drift-Diffusion and Electrokinetic Equations. SIAM J. Sci. Comput. 40(3) (2018) - [j19]James J. Brannick, Fei Cao, Karsten Kahl, Robert D. Falgout, Xiaozhe Hu:
Optimal Interpolation and Compatible Relaxation in Classical Algebraic Multigrid. SIAM J. Sci. Comput. 40(3) (2018) - [c3]Francisco José Gaspar, Carmen Rodrigo, Xiaozhe Hu, Peter Ohm, James H. Adler, Ludmil T. Zikatanov:
New Stabilized Discretizations for Poroelasticity Equations. NMA 2018: 3-14 - [i1]Anuththari Gamage, Brian Rappaport, Shuchin Aeron, Xiaozhe Hu:
Multi-View Graph Embedding Using Randomized Shortest Paths. CoRR abs/1808.06560 (2018) - 2017
- [j18]Zheng Li, Shuhong Wu, Chen-Song Zhang, Jinchao Xu, Chunsheng Feng, Xiaozhe Hu:
Numerical studies of a class of linear solvers for fine-scale petroleum reservoir simulation. Comput. Vis. Sci. 18(2-3): 93-102 (2017) - [j17]Xiaozhe Hu, Carmen Rodrigo, Francisco José Gaspar, Ludmil T. Zikatanov:
A nonconforming finite element method for the Biot's consolidation model in poroelasticity. J. Comput. Appl. Math. 310: 143-154 (2017) - [j16]J. H. Adler, Xiaozhe Hu, Ludmil T. Zikatanov:
Robust Solvers for Maxwell's Equations with Dissipative Boundary Conditions. SIAM J. Sci. Comput. 39(5) (2017) - [c2]Charles Colley, Junyuan Lin, Xiaozhe Hu, Shuchin Aeron:
Algebraic Multigrid for Least Squares Problems on Graphs with Applications to HodgeRank. IPDPS Workshops 2017: 627-636 - [c1]Emily S. Carlson, Margaret Stevens, David B. Emerson, Xiaozhe Hu, James H. Adler, Thomas E. Vandervelde:
A drift-diffusion solver using a finite-element method to analyze carrier dynamics at ultra-high solar concentrations. MWSCAS 2017: 1360-1363 - 2016
- [j15]Yicong Ma, Kaibo Hu, Xiaozhe Hu, Jinchao Xu:
Robust preconditioners for incompressible MHD models. J. Comput. Phys. 316: 721-746 (2016) - [j14]Nathaniel Trask, Martin R. Maxey, Xiaozhe Hu:
Compact moving least squares: An optimization framework for generating high-order compact meshless discretizations. J. Comput. Phys. 326: 596-611 (2016) - [j13]Bin Zheng, Luoping Chen, Xiaozhe Hu, Long Chen, Ricardo H. Nochetto, Jinchao Xu:
Fast Multilevel Solvers for a Class of Discrete Fourth Order Parabolic Problems. J. Sci. Comput. 69(1): 201-226 (2016) - [j12]Xiaozhe Hu, Panayot S. Vassilevski, Jinchao Xu:
A two-grid SA-AMG convergence bound that improves when increasing the polynomial degree. Numer. Linear Algebra Appl. 23(4): 746-771 (2016) - 2015
- [j11]Carmen Rodrigo, Francisco José Gaspar, Xiaozhe Hu, Ludmil T. Zikatanov:
A finite element framework for some mimetic finite difference discretizations. Comput. Math. Appl. 70(11): 2661-2673 (2015) - [j10]Xiaozhe Hu, Xiaoliang Cheng:
Corrigendum to: "Acceleration of a two-grid method for eigenvalue problems". Math. Comput. 84(296): 2701-2704 (2015) - 2014
- [j9]Xiaozhe Hu, Young-Ju Lee, Jinchao Xu, Chen-Song Zhang:
On Adaptive Eulerian-Lagrangian Method for Linear Convection-Diffusion Problems. J. Sci. Comput. 58(1): 90-114 (2014) - [j8]Jie Zhou, Xiaozhe Hu, Liuqiang Zhong, Shi Shu, Long Chen:
Two-Grid Methods for Maxwell Eigenvalue Problems. SIAM J. Numer. Anal. 52(4): 2027-2047 (2014) - 2013
- [j7]Xiaozhe Hu, Shuhong Wu, Xiao-hui Wu, Jinchao Xu, Chen-Song Zhang, Shiquan Zhang, Ludmil T. Zikatanov:
Combined Preconditioning with Applications in Reservoir Simulation. Multiscale Model. Simul. 11(2): 507-521 (2013) - [j6]Xiaozhe Hu, Panayot S. Vassilevski, Jinchao Xu:
Comparative Convergence Analysis of Nonlinear AMLI-Cycle Multigrid. SIAM J. Numer. Anal. 51(2): 1349-1369 (2013) - [j5]Lu Wang, Xiaozhe Hu, Jonathan Cohen, Jinchao Xu:
A Parallel Auxiliary Grid Algebraic Multigrid Method for Graphic Processing Units. SIAM J. Sci. Comput. 35(3) (2013) - 2011
- [j4]Xiaozhe Hu, Xiaoliang Cheng:
Acceleration of a two-grid method for eigenvalue problems. Math. Comput. 80(275): 1287-1301 (2011)
2000 – 2009
- 2007
- [j3]Xiaozhe Hu, Lingxiao Zhao, Abdul Wasim Shaikh:
The boundary penalty method for the diffusion equation subject to the specification of mass. Appl. Math. Comput. 186(1): 735-748 (2007) - 2006
- [j2]Xiaofeng Ling, Xiaozhe Hu:
On the iterative algorithm for large sparse saddle point problems. Appl. Math. Comput. 178(2): 372-379 (2006) - [j1]Xiaozhe Hu, Xiaofeng Ling:
Preconditioners for elliptic problems via non-uniform meshes. Appl. Math. Comput. 181(2): 1182-1198 (2006)
Coauthor Index
J. H. Adler
aka: James H. Adler
aka: James H. Adler
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