Xiaozhe Hu
Orcid: 0000-0001-7533-0416
According to our database1,
Xiaozhe Hu
authored at least 77 papers
between 2006 and 2024.
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Bibliography
2024
Fast Convex Optimization via Differential Equation with Hessian-Driven Damping and Tikhonov Regularization.
J. Optim. Theory Appl., October, 2024
J. Comput. Phys., January, 2024
J. Comput. Appl. Math., January, 2024
Structure-preserving discretization of fractional vector calculus using discrete exterior calculus.
Comput. Math. Appl., January, 2024
Comput. Math. Appl., January, 2024
An Efficient High-Order Solver for Diffusion Equations with Strong Anisotropy on Non-Anisotropy-Aligned Meshes.
SIAM J. Sci. Comput., 2024
SIAM J. Sci. Comput., 2024
Approximate IsoRank for Scalable and Functionally Meaningful Cross-Species Alignments of Protein Interaction Networks.
J. Comput. Biol., 2024
Oscillation-free numerical schemes for Biot's model and their iterative coupling solution.
CoRR, 2024
Physics-informed nonlinear vector autoregressive models for the prediction of dynamical systems.
CoRR, 2024
Proceedings of the Research in Computational Molecular Biology, 2024
2023
ACM Trans. Math. Softw., December, 2023
SIAM J. Sci. Comput., December, 2023
SIAM J. Sci. Comput., June, 2023
A Stable Mimetic Finite-Difference Method for Convection-Dominated Diffusion Equations.
SIAM J. Sci. Comput., June, 2023
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023
2022
Enforcing exact physics in scientific machine learning: A data-driven exterior calculus on graphs.
J. Comput. Phys., 2022
A mesh-free method using piecewise deep neural network for elliptic interface problems.
J. Comput. Appl. Math., 2022
An efficient high-order numerical solver for diffusion equations with strong anisotropy.
Comput. Phys. Commun., 2022
A Deep Neural Network/Meshfree Method for Solving Dynamic Two-phase Interface Problems.
CoRR, 2022
A Multigrid Preconditioner for Spatially Adaptive High-order Meshless Method on Fluid-solid Interaction Problems.
CoRR, 2022
Proceedings of the Numerical Methods and Applications - 10th International Conference, 2022
2021
Diffusion State Distances: Multitemporal Analysis, Fast Algorithms, and Applications to Biological Networks.
SIAM J. Math. Data Sci., 2021
SIAM J. Sci. Comput., 2021
A Finite-Element Framework for a Mimetic Finite-Difference Discretization of Maxwell's Equations.
SIAM J. Sci. Comput., 2021
Well-Posedness and Discretization for a Class of Models for Mixed-Dimensional Problems with High-Dimensional Gap.
SIAM J. Appl. Math., 2021
Random-Walk Based Approximate k-Nearest Neighbors Algorithm for Diffusion State Distance.
Proceedings of the Large-Scale Scientific Computing - 13th International Conference, 2021
Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021
2020
Robust Preconditioners for a New Stabilized Discretization of the Poroelastic Equations.
SIAM J. Sci. Comput., 2020
Convergence analysis of the Fast Subspace Descent method for convex optimization problems.
Math. Comput., 2020
Using hierarchical matrices in the solution of the time-fractional heat equation by multigrid waveform relaxation.
J. Comput. Phys., 2020
Well-posedness, discretization and preconditioners for a class of models for mixed-dimensional problems with high dimensional gap.
CoRR, 2020
Auxiliary space preconditioning for mixed finite element discretizations of Richards' equation.
Comput. Math. Appl., 2020
2019
Modifying AMG Coarse Spaces with Weak Approximation Property to Exhibit Approximation in Energy Norm.
SIAM J. Matrix Anal. Appl., 2019
J. Comput. Appl. Math., 2019
An a posteriori error estimator for the weak Galerkin least-squares finite-element method.
J. Comput. Appl. Math., 2019
Vector-potential finite-element formulations for two-dimensional resistive magnetohydrodynamics.
Comput. Math. Appl., 2019
Common Randomized Shortest Paths (C-RSP): A Simple Yet Effective Framework for Multi-view Graph Embedding.
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
SIAM J. Sci. Comput., 2018
SIAM J. Sci. Comput., 2018
Computing the diffusion state distance on graphs via algebraic multigrid and random projections.
Numer. Linear Algebra Appl., 2018
A compatible high-order meshless method for the Stokes equations with applications to suspension flows.
J. Comput. Phys., 2018
Proceedings of the Numerical Methods and Applications - 9th International Conference, 2018
2017
SIAM J. Sci. Comput., 2017
A nonconforming finite element method for the Biot's consolidation model in poroelasticity.
J. Comput. Appl. Math., 2017
Numerical studies of a class of linear solvers for fine-scale petroleum reservoir simulation.
Comput. Vis. Sci., 2017
A drift-diffusion solver using a finite-element method to analyze carrier dynamics at ultra-high solar concentrations.
Proceedings of the IEEE 60th International Midwest Symposium on Circuits and Systems, 2017
Algebraic Multigrid for Least Squares Problems on Graphs with Applications to HodgeRank.
Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017
2016
A two-grid SA-AMG convergence bound that improves when increasing the polynomial degree.
Numer. Linear Algebra Appl., 2016
J. Sci. Comput., 2016
Compact moving least squares: An optimization framework for generating high-order compact meshless discretizations.
J. Comput. Phys., 2016
2015
Math. Comput., 2015
Comput. Math. Appl., 2015
2014
J. Sci. Comput., 2014
2013
SIAM J. Sci. Comput., 2013
SIAM J. Numer. Anal., 2013
Multiscale Model. Simul., 2013
2011
2007
The boundary penalty method for the diffusion equation subject to the specification of mass.
Appl. Math. Comput., 2007
2006
Appl. Math. Comput., 2006
Appl. Math. Comput., 2006