Y. Saad

发表

On the Rates of Convergence of the Lanczos and the Block-Lanczos Methods

Y. Saad, 1980 .

Experimental study of ILU preconditioners for indefinite matrices

Y. Saad, Edmond Chow, 1997 .

Variations on Arnoldi's method for computing eigenelements of large unsymmetric matrices

Y. Saad, 1980 .

The Lanczos Biorthogonalization Algorithm and Other Oblique Projection Methods for Solving Large Unsymmetric Systems

Y. Saad, 1982 .

Robust preconditioning of large, sparse, symmetric eigenvalue problems

Y. Saad, A. Stathopoulos, C. Fischer, 1995 .

An estimator for the diagonal of a matrix

Y. Saad, C. Bekas, E. Kokiopoulou, 2007 .

Thick restarting of the Davidson method: An extension to implicit restarting

Y. Saad, A. Stathopoulos, Kesheng Wu, 1996 .

Restarting techniques for the (Jacobi-)Davidson symmetric eigenvalue methods

Y. Saad, A. Stathopoulos, 1998 .

Analysis of some Krylov subspace approximations to the matrix exponential operator

Y. Saad, 1992 .

Approximate inverse preconditioners for general sparse matrices

Y. Saad, Edmond Chow, 1994 .

Preconditioning techniques for nonsymmetric and indefinite linear systems

Y. Saad, 1988 .

ILUT: A dual threshold incomplete LU factorization

Yousef Saad, Y. Saad, 1994, Numer. Linear Algebra Appl..

Fast Computation of Spectral Densities for Generalized Eigenvalue Problems

Yousef Saad, Ruipeng Li, Yuanzhe Xi, 2017, SIAM J. Sci. Comput..

Krylov subspace methods for computing hydrodynamic interactions in brownian dynamics simulations.

J. Skolnick, Y. Saad, T. Ando, 2012, The Journal of chemical physics.

Spectral Schur complement techniques for symmetric Eigenvalue problems

Y. Saad, Ruipeng Li, Vassilis Kalantzis, 2016 .

Parallel self-consistent-field calculations via Chebyshev-filtered subspace acceleration.

Y. Saad, Yunkai Zhou, M. L. Tiago, 2006, Physical review. E, Statistical, nonlinear, and soft matter physics.

Iterative methods for sparse linear systems

Yousef Saad, Y. Saad, 2003 .

Analysis of Augmented Krylov Subspace Methods

Y. Saad, 1997, SIAM J. Matrix Anal. Appl..

Krylov subspace methods for solving large unsymmetric linear systems

Y. Saad, 1981 .

Fast Estimation of tr(f(A)) via Stochastic Lanczos Quadrature

Yousef Saad, Shashanka Ubaru, Jie Chen, 2017, SIAM J. Matrix Anal. Appl..

Numerical Methods for Large Eigenvalue Problems

Y. Saad, 2011 .

Efficient estimation of eigenvalue counts in an interval pdf

Edoardo Di Napoli, Yousef Saad, Eric Polizzi, 2013, Numer. Linear Algebra Appl..

Electronic structure calculations for plane-wave codes without diagonalization

Y. Saad, J. Chelikowsky, L. Jay, 1999 .

Hybrid Krylov Methods for Nonlinear Systems of Equations

Yousef Saad, Peter N. Brown, Y. Saad, 1990, SIAM J. Sci. Comput..

Iterative Solution of Linear Equations in ODE Codes

C. W. Gear, Y. Saad, C. Gear, 1983 .

Acceleration techniques for decoupling algorithms in semiconductor simulation

Y. Saad, T. Kerkhoven, 1987 .

Iterative solution of linear systems in the 20th century

Y. Saad, H. V. D. Vorst, H. A. Vorst, 2000 .

Approximating Spectral Densities of Large Matrices

Yousef Saad, Chao Yang, Lin Lin, 2013, SIAM Rev..

PARSEC – the pseudopotential algorithm for real‐space electronic structure calculations: recent advances and novel applications to nano‐structures

Y. Saad, M. L. Tiago, J. Chelikowsky, 2006 .

Scalable remote homology detection and fold recognition in massive protein networks

Yousef Saad, Wei Zhang, Rui Kuang, 2019, Proteins.

Data Communication in Hypercubes

Yousef Saad, Martin H. Schultz, M. Schultz, 1989, J. Parallel Distributed Comput..

Topological properties of hypercubes

M. H. Schultz, Y. Saad, M. Schultz, 1988, IEEE Trans. Computers.

A Flexible Inner-Outer Preconditioned GMRES Algorithm

Yousef Saad, Y. Saad, 1993, SIAM J. Sci. Comput..

Turbo charging time-dependent density-functional theory with Lanczos chains.

Y. Saad, R. Gebauer, D. Rocca, 2006, The Journal of chemical physics.

Harnessing molecular excited states with Lanczos chains

Y. Saad, R. Gebauer, P. Umari, 2010, Journal of physics. Condensed matter : an Institute of Physics journal.

Deflated and Augmented Krylov Subspace Techniques

Yousef Saad, Andrew Chapman, Y. Saad, 1997, Numer. Linear Algebra Appl..

Spectrum-Adapted Polynomial Approximation for Matrix Functions with Applications in Graph Signal Processing

Yousef Saad, Tiffany Fan, Shashanka Ubaru, 2020, Algorithms.

Deflated and Augmented Krylov Subspace Techniques

Y. Saad, Andrew Chapman, 1997 .

Preconditioned Krylov Subspace Methods for Sampling Multivariate Gaussian Distributions

Edmond Chow, Yousef Saad, Y. Saad, 2014, SIAM J. Sci. Comput..

Theoretical Error Bounds and General Analysis of afew

Y. Saad, 2022 .

On acceleration methods for coupled nonlinear elliptic systems

Y. Saad, T. Kerkhoven, 1991 .

Dynamic Thick Restarting of the Davidson, and the Implicitly Restarted Arnoldi Methods

Kesheng Wu, Yousef Saad, Andreas Stathopoulos, 1998, SIAM J. Sci. Comput..

Inexact newton preconditioning techniques for large symmetric eigenvalue problems

Y. Saad, A. Stathopoulos, Kesheng Wu, 1998 .

Efficient Solution of Parabolic Equations by Krylov Approximation Methods

Yousef Saad, Efstratios Gallopoulos, Y. Saad, 1992, SIAM J. Sci. Comput..

Data communication in parallel architectures

Yousef Saad, Martin H. Schultz, M. Schultz, 1989, Parallel Comput..

Computing Exp(−τ A)b with Laguerre Polynomials *

Y. Saad, R. B. Sidje, B. Sheehan, 2010 .

Computing exp(-tou;A)b with laguerre polynomials

Y. Saad, R. B. Sidje, B. Sheehan, 2010 .

Preconditioning Helmholtz linear systems

Y. Saad, D. Osei-Kuffuor, 2010 .

Multi-Color Low-Rank preconditioner for general sparse linear systems

Y. Saad, XI Yuanzhe, 2019 .

Pseudopotentials on grids: Application to the electronic, optical, and vibrational properties of silicon nanocrystals

Yousef Saad, James R. Chelikowsky, Tzu-Liang Chan, 2009 .

Formation enthalpies for transition metal alloys using machine learning

Yousef Saad, James R. Chelikowsky, Agnieszka Miedlar, 2017 .

Algorithms for predicting the structural properties of clusters

Y. Saad, Kesheng Wu, J. Chelikowsky, 1995 .

Adapting Algebraic Recursive Multilevel Solvers ( ARMS ) for solving CFD problems

Y. Saad, A. Soulaimani, R. Touihri, 2002 .

Arnoldi methods for large Sylvester-like observer matrix equations, and an associated algorithm for partial spectrum assignment

Y. Saad, B. Datta, 1991 .

RANDOMIZED TECHNIQUES FOR MATRIX DECOMPOSITION AND ESTIMATING THE APPROXIMATE RANK OF A MATRIX

Y. Saad, 2014 .

A Posteriori Error Estimate for Computing $\mathrm{tr}(f(A))$ by Using the Lanczos Method

Y. Saad, Jie Chen, 2018, 1802.04928.

ON THE TENSOR SVD AND OPTIMAL LOW RANK ORTHOGONAL APPROXIMATIONS OF TENSORS

Y. Saad, Jie Chen, 2007 .

Overlapping Domain Decomposition Algorithms for General Sparse Matrices

Y. Saad, Xiao-Chuan Cai, 1996, Numer. Linear Algebra Appl..

A highly scalable dense linear system solver for multiple right-hand sides in data analytics

Y. Saad, C. Bekas, Efstratios Gallopoulos, 2016 .

1. Background in Matrix Theory and Linear Algebra

Yousef Saad, Y. Saad, 2011 .

Performance of the CM-5 and Message Passing Primitives

Kesheng Wu, Yousef Saad, Y. Saad, 1993, SIAM Conference on Parallel Processing for Scientific Computing.

Electronic Structure of Clusters and Nanocrystals

Yousef Saad, James R. Chelikowsky, Y. Saad, 2004 .

High-order ILU preconditioners for CFD problems

Yousef Saad, Andrew Chapman, Y. Saad, 2000 .

Enhanced multi-level block ILU preconditioning strategies for general sparse linear systems

Jun Zhang, Yousef Saad, Y. Saad, 2001 .

Finding Dense Subgraphs for Sparse Undirected , Directed , and Bipartite Graphs

Y. Saad, Jie Chen, 2009 .

DIVIDE AND CONQUER LOW-RANK PRECONDITIONING TECHNIQUES

Y. Saad, YOUSEF SAAD, 2012 .

Enhanced Multilevel Manifold Learning

Yousef Saad, Haw-ren Fang, Y. Saad, 2012 .

Linear dimension reduction for evolutionary data

Y. Saad, E. Kokiopoulou, D. Kressner, 2011 .

Parallel implementation of time-dependent density functional theory☆

Yousef Saad, James R. Chelikowsky, Leeor Kronik, 2003 .

Nonlinear Krylov acceleration for CFD-based aeroelasticity

Yousef Saad, Azzeddine Soulaïmani, Zhengkun Feng, 2009 .

Variations on algebraic recursive multilevel solvers (ARMS) for the solution of CFD problems

Yousef Saad, Azzeddine Soulaïmani, Y. Saad, 2004 .

Enhanced GMRES Acceleration Techniques for some CFD Problems

Yousef Saad, Nizar Ben Salah, Y. Saad, 2002 .

An Edge Based Stabilized Finite Element Method For Solving Compressible Flows: Formulation and Paral

Yousef Saad, Azzeddine Soulaïmani, Y. Saad, 2001 .

Computational Materials Science and Engineering

Y. Saad, E. Polizzi, 2020, Parallel Algorithms in Computational Science and Engineering.

Computational Material Science and Engineering

Y. Saad, E. Polizzi, 2019 .

Data mining for materials: Computational experiments with AB compounds

Yousef Saad, James R. Chelikowsky, Wanda Andreoni, 2012 .

On correction equations and domain decomposition for computing invariant subspaces

Yousef Saad, Bernard Philippe, B. Philippe, 2007 .

Multilevel Linear Dimensionality Reduction for Data Analysis using Nearest-Neighbor Graphs ∗

Y. Saad, Haw-ren Fang, Sophia Sakellaridi, 2008 .

Multilevel Linear Dimensionality Reduction using Hypergraphs for Data Analysis

Y. Saad, Haw-ren Fang, 2008 .

Analysis of some Krylov subspace methods for normal matrices via approximation theory and convex optimization

Y. Saad, H. Sadok, M. Bellalij, 2008 .

Preconditioned Methods for Sampling Multivariate Gaussian Distributions Edmond Chow

Y. Saad, 2013 .

The computation of seismic normal modes with rotation as a quadratic eigenvalue problem

Y. Saad, Yuanzhe Xi, Ruipeng Li, 2019, 1912.00114.

A PARALLEL MULTILEVEL ILU FACTORIZATION BASED ON A HIERARCHICAL GRAPH DECOMPOSITION

Y. Saad, P. Hénon, Phidal, 2022 .

Preconditioned Krylov Subspace Methods for Eigenvalue

Y. Saad, P. Wu, Andreas StathopoulosComputer, 2007 .

Robust Preconditioning of Large , Sparse , Symmetric Eigenvalue

Y. Saad, C. Fischer, ProblemsAndreas, 1994 .

Chebyshev-filtered subspace iteration method free of sparse diagonalization for DFT calculations

Y. Saad, Yunkai Zhou, J. Chelikowsky, 2014 .

Multilevel nonlinear dimensionality reduction for manifold learning

Y. Saad, Haw-ren Fang, Sophia Sakellaridi, 2009 .

Polynomial filtered Lanczos iterations with applications in Density Functional Theory

Y. Saad, C. Bekas, E. Kokiopoulou, 2005 .

A Rayleigh-Ritz method based approach to computing seismic normal modes in the presence of an essential spectrum.

Y. Saad, Yuanzhe Xi, Ruipeng Li, 2019 .

A Rayleigh-Ritz-method-based approach to computing seismic normal modes in rotating terrestrial planets

Y. Saad, Yuanzhe Xi, Ruipeng Li, 2019 .

Parallel Algorithms for Irregularly Structured Problems

José D. P. Rolim, Yousef Saad, Tao Yang, 1995, Lecture Notes in Computer Science.

Predicting the Properties of Semiconductor Clusters

Y. Saad, A. Stathopoulos, J. Chelikowsky, 1999 .

Lanczos-based Low-Rank Correction Method for Solving the Dyson Equation in Inhomogenous Dynamical Mean-Field Theory

Y. Saad, P. Carrier, J. Freericks, 2011, 1102.3137.

HYPERGRAPH PARTITIONING FOR SPARSE LINEAR SYSTEMS : A CASE STUDY WITH A SIMPLE DISCONTINUOUS PDE

Y. Saad, M. Sosonkina, 2008 .

Hypergraph Partitioning for Parallel Iterative Solution of General Sparse Linear Systems ∗

Y. Saad, B. Uçar, M. Sosonkina, 2007 .

An hybrid direct-iterative solver based on a hierarchical interface decomposition

J. Roman, Y. Saad, P. Hénon, 2007 .

parGeMSLR: A Parallel Multilevel Schur Complement Low-Rank Preconditioning and Solution Package for General Sparse Matrices

Y. Saad, Yuanzhe Xi, Ruipeng Li, 2022, Parallel Comput..

Sparse Matrix Computations on the CM-5

Kesheng Wu, Serge G. Petiton, Yousef Saad, 1993, SIAM Conference on Parallel Processing for Scientific Computing.

Rational Approximation Preconditioners for General SparseLinear

Y. Saad, SystemsPhilippe, Guillaume, 1999 .

High-Performance Scientific Computing

Ananth Grama, Bernard Philippe, Michael W. Berry, 2012, Springer London.

GDA-AM: On the effectiveness of solving minimax optimization via Anderson Acceleration

Joyce C. Ho, Y. Saad, Yuanzhe Xi, 2021, 2110.02457.

Solve Minimax Optimization by Anderson Acceleration

Joyce C. Ho, Y. Saad, Yuanzhe Xi, 2021, ArXiv.

Scalable real space pseudopotential-density functional codes for materials applications

Chao Yang, Yousef Saad, James R. Chelikowsky, 2015 .

Optimizing GW for Petascale HPC and Beyond

Steven G. Louie, James R. Chelikowsky, Jack Deslippe, 2014 .

Revisiting the (block) Jacobi subspace rotation method for the symmetric eigenvalue problem

Y. Saad, 2022, Numerical Algorithms.

Solving the 3D High-Frequency Helmholtz Equation using Contour Integration and Polynomial Preconditioning

Y. Saad, Yuanzhe Xi, M. D. Hoop, 2018, 1811.12378.

PRECONDITIONING VIA GMRES IN POLYNOMIAL SPACE ∗

Y. Saad, Yuanzhe Xi, XI Yuanzhe, 2019 .

Beyond AMLS: Domain decomposition with rational filtering

Y. Saad, Yuanzhe Xi, Vassilis Kalantzis, 2017, 1711.09487.

Iterative solution of linear equations in ODE codes. [Krylov subspaces]

C. W. Gear, Y. Saad, 1981 .

ON THE CONVERGENCE OF THE ARNOLDI PROCESS FOR EIGENVALUE PROBLEMS

Y. Saad, H. Sadok, M. Bellalij, 2007 .

An Efficient Nonlinear Acceleration method that Exploits Symmetry of the Hessian

Joyce C. Ho, Y. Saad, Yuanzhe Xi, 2022, ArXiv.

Calculating large systems with plane waves: Is it a N3 or N2 scaling problem?

Y. Saad, J. Chelikowsky, N. Troullier, 1995 .

Further Analysis of the Arnoldi Process for Eigenvalue Problems

Mohammed Bellalij, Yousef Saad, Hassane Sadok, 2010, SIAM J. Numer. Anal..

Preconditioned Conjugate Gradient Methods for General Sparse Matrices on Shared Memory Machines

Yousef Saad, Edward Anderson, Y. Saad, 1987, PPSC.

7. Filtering and Restarting Techniques

Yousef Saad, Y. Saad, 2011 .

Planetary Normal Mode Computation: Parallel Algorithms, Performance, and Reproducibility

Yousef Saad, Ruipeng Li, Yuanzhe Xi, 2021, IEEE Transactions on Parallel and Distributed Systems.

11. Parallel Implementations

Yousef Saad, Y. Saad, 2003 .

PARALLEL METHODS AND TOOLS

Yousef Saad, James R. Chelikowsky, Hanchul Kim, 2000 .

Using real space pseudopotentials for the electronic structure problem

Yousef Saad, James R. Chelikowsky, Leeor Kronik, 2003 .

Evolution of magnetism in iron from the atom to the bulk.

Yousef Saad, James R Chelikowsky, Murilo L Tiago, 2006, Physical review letters.

Computing exp ( − τA ) b by the Filtered Conjugate Residual Algorithm ∗

Y. Saad, B. Sheehan, 2006 .

The Origin and Development of Krylov Subspace Methods

Y. Saad, 2022, Comput. Sci. Eng..

Evolution of magnetism in iron from the atom to the bulk.

Y. Saad, Yunkai Zhou, M. L. Tiago, 2006, Physical review letters.

Trace optimization and eigenproblems in dimension reduction methods

Yousef Saad, Effrosini Kokiopoulou, Jie Chen, 2011, Numer. Linear Algebra Appl..

Orthogonal Neighborhood Preserving Projections: A Projection-Based Dimensionality Reduction Technique

Yousef Saad, Effrosini Kokiopoulou, Y. Saad, 2007, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Efficient first-principles calculations of the electronic structure of periodic systems

Manish Jain, Yousef Saad, James R. Chelikowsky, 2007, Comput. Phys. Commun..

Low-rank Label Propagation for Semi-supervised Learning with 100 Millions Samples pdf

Yousef Saad, Wei Zhang, Rui Kuang, 2017, ArXiv.

On the Tensor SVD and the Optimal Low Rank Orthogonal Approximation of Tensors

Yousef Saad, Jie Chen, Y. Saad, 2008, SIAM J. Matrix Anal. Appl..

Hypergraph-based multilevel matrix approximation for text information retrieval

Yousef Saad, Haw-ren Fang, Y. Saad, 2010, CIKM.

Divide and Conquer Strategies for Effective Information Retrieval

Yousef Saad, Jie Chen, Y. Saad, 2009, SDM.

Polynomial filtering in latent semantic indexing for information retrieval

Yousef Saad, Effrosini Kokiopoulou, Y. Saad, 2004, SIGIR '04.

Dense Subgraph Extraction with Application to Community Detection

Yousef Saad, Jie Chen, Y. Saad, 2012, IEEE Transactions on Knowledge and Data Engineering.

Higher Order Orthogonal Iteration of Tensors (HOOI) and its Relation to PCA and GLRAM

Yousef Saad, Bernard N. Sheehan, Y. Saad, 2007, SDM.

Applications of Trace Estimation Techniques

Yousef Saad, Shashanka Ubaru, Y. Saad, 2017, HPCSE.

Multilevel manifold learning with application to spectral clustering

Yousef Saad, Haw-ren Fang, Sophia Sakellaridi, 2010, CIKM.

PFEAST: A High Performance Sparse Eigenvalue Solver Using Distributed-Memory Linear Solvers

Yousef Saad, Eric Polizzi, James Kestyn, 2016, SC16: International Conference for High Performance Computing, Networking, Storage and Analysis.

Improving the Incoherence of a Learned Dictionary via Rank Shrinkage

Yousef Saad, Abd-Krim Seghouane, Shashanka Ubaru, 2017, Neural Computation.

Fast Approximate kNN Graph Construction for High Dimensional Data via Recursive Lanczos Bisection

Yousef Saad, Jie Chen, Haw-ren Fang, 2009, J. Mach. Learn. Res..

ILUS: An incomplete LU preconditioner in sparse skyline format

Edmond Chow, Yousef Saad, Y. Saad, 1997 .

Robust preconditioning for sparse linear systems

Yousef Saad, Edmond Ten-Fu Chow, Y. Saad, 1997 .

Two classes of multisecant methods for nonlinear acceleration

Yousef Saad, Haw-ren Fang, Y. Saad, 2009, Numer. Linear Algebra Appl..

Phase Retrieval via Reweighted Amplitude Flow

Gang Wang, Georgios B. Giannakis, Jie Chen, 2018, IEEE Transactions on Signal Processing.

Using the parallel algebraic recursive multilevel solver in modern physical applications

Masha Sosonkina, Yousef Saad, Xing Cai, 2004, Future Gener. Comput. Syst..

Fast Estimation of Approximate Matrix Ranks Using Spectral Densities

Yousef Saad, Abd-Krim Seghouane, Shashanka Ubaru, 2016, Neural Computation.

Fast methods for estimating the Numerical rank of large matrices

Yousef Saad, Shashanka Ubaru, Y. Saad, 2016, ICML.

Computing f(A)b via Least Squares Polynomial Approximations

Mihai Anitescu, Yousef Saad, Jie Chen, 2011, SIAM J. Sci. Comput..

A Chebyshev-Davidson Algorithm for Large Symmetric Eigenproblems

Yousef Saad, Yunkai Zhou, Y. Saad, 2007, SIAM J. Matrix Anal. Appl..

Solution of large eigenvalue problems in electronic structure calculations

A. Stathopoulos, Y. Saad, J. Chelikowsky, 1996 .

Overlapping domain decomposition preconditioners for the generalized Davidson method for the eigenvalue problem

Y. Saad, A. Stathopoulos, C. Fischer, 1994 .

Efficient Algorithms for Estimating the Absorption Spectrum within Linear Response TDDFT.

Yousef Saad, Chao Yang, Meiyue Shao, 2015, Journal of chemical theory and computation.

A Filtered Lanczos Procedure for Extreme and Interior Eigenvalue Problems

Yousef Saad, Haw-ren Fang, Y. Saad, 2012, SIAM J. Sci. Comput..

Computation of Large Invariant Subspaces Using Polynomial Filtered Lanczos Iterations with Applications in Density Functional Theory

Constantine Bekas, Yousef Saad, Effrosini Kokiopoulou, 2008, SIAM J. Matrix Anal. Appl..

Graph Partitioning Using Matrix Values for Preconditioning Symmetric Positive Definite Systems

Masha Sosonkina, Yousef Saad, Eugene Vecharynski, 2011, SIAM J. Sci. Comput..

Graph partitioning with matrix coefficients for symmetric positive definite linear systems

Y. Saad, M. Sosonkina, E. Vecharynski, 2011, 1110.5709.

Linear system solution by null‐space approximation and projection (SNAP)

Yousef Saad, Ian W. Turner, Milos Ilic, 2007, Numer. Linear Algebra Appl..

Using Chebyshev-Filtered Subspace Iteration and Windowing Methods to Solve the Kohn-Sham Problem

Yousef Saad, James R. Chelikowsky, Grady Schofield, 2011 .

Rational approximation to the Fermi–Dirac function with applications in density functional theory

Yousef Saad, Roger B. Sidje, Y. Saad, 2011, Numerical Algorithms.

Self-consistent-field calculations using Chebyshev-filtered subspace iteration

Yousef Saad, James R. Chelikowsky, Yunkai Zhou, 2006, J. Comput. Phys..

Diagonalization methods in PARSEC

Constantine Bekas, Yousef Saad, James R. Chelikowsky, 2006 .

Numerical Methods for Electronic Structure Calculations of Materials

Yousef Saad, James R. Chelikowsky, Suzanne M. Shontz, 2010, SIAM Rev..

Graph coarsening: from scientific computing to machine learning pdf

Yousef Saad, Jie Chen, Zechen Zhang, 2021, SeMA Journal.

1. g Iterative solution of linear systems in the 20th century, Pages 1-33

Gene H. Golub, Yousef Saad, Henk A. van der Vorst, 2003 .

Schur Complement Preconditioners for Distributed General Sparse Linear Systems

Yousef Saad, Y. Saad, 2007 .

Domain decomposition approaches for accelerating contour integration eigenvalue solvers for symmetric eigenvalue problems

Yousef Saad, Vassilis Kalantzis, Eric Polizzi, 2018, Numer. Linear Algebra Appl..

Distributed Schur Complement Techniques for General Sparse Linear Systems

Masha Sosonkina, Yousef Saad, Y. Saad, 1999, SIAM J. Sci. Comput..

Divide and Conquer Low-Rank Preconditioners for Symmetric Matrices

Yousef Saad, Ruipeng Li, Y. Saad, 2013, SIAM J. Sci. Comput..

Iterative methods for linear systems of equations: A brief historical journey

Yousef Saad, Y. Saad, 2019, 75 Years of Mathematics of Computation.

Low-Rank Correction Methods for Algebraic Domain Decomposition Preconditioners pdf

Yousef Saad, Ruipeng Li, Y. Saad, 2015, SIAM J. Matrix Anal. Appl..

A Probing Method for Computing the Diagonal of the Matrix Inverse ∗

Yousef Saad, Jok Man Tang, Y. Saad, 2010 .

Approximate Inverse Preconditioners via Sparse-Sparse Iterations

Edmond Chow, Yousef Saad, Y. Saad, 1998, SIAM J. Sci. Comput..

Solving Elliptic Difference Equations on a Linear Array of Processors

Yousef Saad, Ahmed Sameh, Y. Saad, 1985 .

Computing Partial Spectra with Least-Squares Rational Filters

Yousef Saad, Yuanzhe Xi, Y. Saad, 2016, SIAM J. Sci. Comput..

Block Krylov–Schur method for large symmetric eigenvalue problems

Yousef Saad, Yunkai Zhou, Y. Saad, 2008, Numerical Algorithms.

Computing charge densities with partially reorthogonalized Lanczos

Constantine Bekas, Yousef Saad, James R. Chelikowsky, 2005, Comput. Phys. Commun..

Electronic Structure of Clusters and Nanocrystals

Y. Saad, J. Chelikowsky, 2004 .

Parallel methods and tools for predicting material properties

Yousef Saad, James R. Chelikowsky, Andreas Stathopoulos, 2000, Comput. Sci. Eng..

Electronic Structure Methods for Predicting the Properties of Materials: Grids in Space

James R. Chelikowsky, Yousef Saad, Andreas Stathopoulos, 2000 .

Convergence Theory of Nonlinear Newton-Krylov Algorithms

Yousef Saad, Peter N. Brown, Y. Saad, 1994, SIAM J. Optim..

Preconditionning Techniques for the Solution of the Helmholtz Equation by the Finite Element Method

Yousef Saad, Azzeddine Soulaïmani, Riyad Kechroud, 2003, ICCSA.

Solution of Distributed Sparse Linear Systems Using PSPARSLIB

Masha Sosonkina, Yousef Saad, Y. Saad, 1998, PARA.

P-Sparslib: A Portable Library Of Distributed Memory Sparse Iterative Solvers

Yousef Saad, Andrei V. Malevsky, Y. Saad, 1995, PACT 1995.

A Non-perturbative Approach to Computing Seismic Normal Modes in Rotating Planets

Y. Saad, Yuanzhe Xi, Ruipeng Li, 2022, Journal of Scientific Computing.

A Non-perturbative Approach to Computing Seismic Normal Modes in Rotating Planets

Y. Saad, Yuanzhe Xi, Ruipeng Li, 2019, Journal of Scientific Computing.

Proxy-GMRES: Preconditioning via GMRES in Polynomial Space

Yousef Saad, Yuanzhe Xi, Xin Ye, 2021, SIAM J. Matrix Anal. Appl..

On the parallel solution of parabolic equations

Yousef Saad, Efstratios Gallopoulos, Y. Saad, 1989, ICS '89.

Particle partitioning strategies for the parallel computation of solid-liquid flows

Yousef Saad, Leigh Little, Zhuliu Li, 2002 .

Overlapping Domain Decomposition Algorithms for General Sparse Matrices

Yousef Saad, Xiao-Chuan Cai, Y. Saad, 1996, Numer. Linear Algebra Appl..

Solving the Three-Dimensional High-frequency Helmholtz Equation Using Contour Integration and Polynomial Preconditioning

Maarten V. de Hoop, Xiao Liu, Yuanzhe Xi, 2020, SIAM J. Matrix Anal. Appl..

Graph coarsening: from scientific computing to machine learning

Y. Saad, Jie Chen, Zechen Zhang, 2022, SeMA Journal.

A Hierarchical Low Rank Schur Complement Preconditioner for Indefinite Linear Systems

Yousef Saad, Vassilis Kalantzis, Yuanzhe Xi, 2018, SIAM J. Sci. Comput..

A Rational Function Preconditioner For Indefinite Sparse Linear Systems

Yousef Saad, Yuanzhe Xi, Y. Saad, 2017, SIAM J. Sci. Comput..

An Algebraic Multilevel Preconditioner with Low-Rank Corrections for Sparse Symmetric Matrices

Yousef Saad, Ruipeng Li, Yuanzhe Xi, 2016, SIAM J. Matrix Anal. Appl..

LEAST-SQUARES RATIONAL FILTERS FOR THE SOLUTION OF INTERIOR EIGENVALUE PROBLEMS

Yousef Saad, Yuanzhe Xi, Y. Saad, 2015 .

AN ALGEBRAIC MULTILEVEL PRECONDITIONER WITH LOW-RANK CORRECTIONS FOR GENERAL SPARSE SYMMETRIC MATRICES

Y. Saad, XI Yuanzhe, YOUSEF SAAD, 2014 .

INCREMENTAL INCOMPLETE LU FACTORIZATIONS WITH APPLICATIONS TO TIME-DEPENDENT PDES

Y. Saad, J. Chehab, J. P. CHEHAB, 2008 .

Rational approximation preconditioners for sparse linear systems

Y. Saad, Philippe Guillaume, M. Sosonkina, 2003 .

Parallel Iterative Methods in Modern Physical Applications

Masha Sosonkina, Yousef Saad, Xing Cai, 2002, International Conference on Computational Science.

BILUTM: A Domain-Based Multilevel Block ILUT Preconditioner for General Sparse Matrices

Jun Zhang, Yousef Saad, Y. Saad, 1999, SIAM J. Matrix Anal. Appl..

Diagonal threshold techniques in robust multi-level ILU preconditioners for general sparse linear systems

Jun Zhang, Yousef Saad, Y. Saad, 1999, Numer. Linear Algebra Appl..

BILUM: Block Versions of Multielimination and Multilevel ILU Preconditioner for General Sparse Linear Systems

Jun Zhang, Yousef Saad, Y. Saad, 1999, SIAM J. Sci. Comput..

Rational Approximation Preconditioners for General Sparse Linear Systems

Yousef Saad, Philippe Guillaume, Y. Saad, 1999 .

Í××òò Øøø Èööðððð Ððððööö Êê Blockinùö××ú Åùðøøððúð Ëóðúö Ò Åóöò Èèý×× Blockin Blockinð Ôôðð Blockin Blockinøøóò×

Y. Saad, M. Sosonkina, X. Cai, 2022 .

Preconditioned Krylov Subspace Methods For CFD Applications

Yousef Saad, Y. Saad, 1995 .

GPU-accelerated preconditioned iterative linear solvers

Yousef Saad, Ruipeng Li, Y. Saad, 2013, The Journal of Supercomputing.

Solving Sparse Triangular Linear Systems on Parallel Computers

Yousef Saad, Edward Anderson, Y. Saad, 1989, Int. J. High Speed Comput..

A Parallel Multistage ILU Factorization Based on a Hierarchical Graph Decomposition

Yousef Saad, Pascal Hénon, Y. Saad, 2006, SIAM J. Sci. Comput..

The Eigenvalues Slicing Library (EVSL): Algorithms, Implementation, and Software

Yousef Saad, Ruipeng Li, Yuanzhe Xi, 2018, SIAM J. Sci. Comput..

Cucheb: A GPU implementation of the filtered Lanczos procedure

Yousef Saad, Vassilis Kalantzis, Jared L. Aurentz, 2017, Comput. Phys. Commun..

pARMS: a parallel version of the algebraic recursive multilevel solver

Masha Sosonkina, Yousef Saad, Zhongze Li, 2003, Numer. Linear Algebra Appl..

Matrix Reordering Using Multilevel Graph Coarsening for ILU Preconditioning

Ruipeng Li, Yousef Saad, Daniel Osei-Kuffuor, 2013, SIAM J. Sci. Comput..

Modification and Compensation Strategies for Threshold-based Incomplete Factorizations

Yousef Saad, Scott P. MacLachlan, Daniel Osei-Kuffuor, 2012, SIAM J. Sci. Comput..

Graph-Based Multilevel Dimensionality Reduction with Applications to Eigenfaces and Latent Semantic Indexing

Yousef Saad, Haw-ren Fang, Sophia Sakellaridi, 2008, 2008 Seventh International Conference on Machine Learning and Applications.

A Greedy Strategy for Coarse-Grid Selection

Yousef Saad, Scott P. MacLachlan, Y. Saad, 2007, SIAM J. Sci. Comput..

Greedy Coarsening Strategies for Nonsymmetric Problems

Yousef Saad, Scott P. MacLachlan, Y. Saad, 2007, SIAM J. Sci. Comput..

Multilevel ILU With Reorderings for Diagonal Dominance

Yousef Saad, Y. Saad, 2005, SIAM J. Sci. Comput..

Filtered Conjugate Residual-type Algorithms with Applications

Yousef Saad, Y. Saad, 2006, SIAM J. Matrix Anal. Appl..

NLTGCR: A class of Nonlinear Acceleration Procedures based on Conjugate Residuals

Y. Saad, Yuanzhe Xi, Shifan Zhao, 2023, 2306.00325.

Shanks and Anderson-type acceleration techniques for systems of nonlinear equations

Y. Saad, C. Brezinski, M. Redivo-Zaglia, 2020, ArXiv.

Shanks Sequence Transformations and Anderson Acceleration

Claude Brezinski, Michela Redivo-Zaglia, Yousef Saad, 2018, SIAM Rev..

Solving elliptic partial differential equations on the hypercube multiprocessor

Tony F. Chan, Youcef Saad, Martin H. Schultz, 1987 .

Multigrid Algorithms on the Hypercube Multiprocessor

Yousef Saad, Tony F. Chan, T. Chan, 1986, IEEE Transactions on Computers.

pARMS: A Package for Solving General Sparse Linear Systems on Parallel Computers

Masha Sosonkina, Yousef Saad, Y. Saad, 2001, PPAM.

Data Structures, Computational, and Communication Kernels for Distributed Memory Sparse Iterative Solvers

Yousef Saad, Andrei V. Malevsky, Y. Saad, 1995, PaCT.

Parallel Iterative Methods for Sparse Linear Systems

Yousef Saad, Y. Saad, 2001 .

The Trace Ratio Optimization Problem

Mohammed Bellalij, Yousef Saad, Thanh T. Ngo, 2012, SIAM Rev..

The Trace Ratio Optimization Problem for Dimensionality Reduction

Mohammed Bellalij, Yousef Saad, Thanh T. Ngo, 2010, SIAM J. Matrix Anal. Appl..

Enhanced graph-based dimensionality reduction with repulsion Laplaceans

Yousef Saad, Effrosini Kokiopoulou, Y. Saad, 2009, Pattern Recognit..

A rational approximation method for solving acoustic nonlinear eigenvalue problems pdf

Yousef Saad, Mohamed El-Guide, Agnieszka Miedlar, 2019, Engineering Analysis with Boundary Elements.

High performance manycore solvers for reservoir simulation

Yousef Saad, Ruipeng Li, Hector Klie, 2010 .

Multilevel Preconditioners Constructed From Inverse-Based ILUs

Yousef Saad, Matthias Bollhöfer, Y. Saad, 2005, SIAM J. Sci. Comput..

Computation of Smallest Eigenvalues using Spectral Schur Complements

Constantine Bekas, Yousef Saad, Y. Saad, 2005, SIAM J. Sci. Comput..

ARMS: an algebraic recursive multilevel solver for general sparse linear systems

Yousef Saad, Brian J. Suchomel, Y. Saad, 2002, Numer. Linear Algebra Appl..

Finding Exact and Approximate Block Structures for ILU Preconditioning

Yousef Saad, Y. Saad, 2002, SIAM J. Sci. Comput..

A Factored Approximate Inverse Preconditioner with Pivoting

Yousef Saad, Matthias Bollhöfer, Y. Saad, 2001, SIAM J. Matrix Anal. Appl..

Non-standard Parallel Solution Strategies for Distributed Sparse Linear Systems

Masha Sosonkina, Yousef Saad, Y. Saad, 1999, ACPC.

ILUM: A Multi-Elimination ILU Preconditioner for General Sparse Matrices

Yousef Saad, Y. Saad, 1996, SIAM J. Sci. Comput..

A benchmark package for sparse matrix computations

Yousef Saad, Harry A. G. Wijshoff, Y. Saad, 1988, ICS '88.

ILUs And Factorized Approximate Inverses are stronglyrelated . Part II : Applications to stabilization

Yousef Saad, Y. Saad, Matthias Bollhh, 2000 .

Parallel Solution of General Sparse Linear Systems

Yousef Saad, Gen-ching Lo, Y. Saad, 1997 .

Heuristic Algorithms for Automatic Graph Partitioning

Yousef Saad, T. Goehring, Y. Saad, 1995 .

Data Structures and Algorithms for Domain Decomposition and Distributed Sparse Matrices

Yousef Saad, Y. Saad, 1994 .

Parallel Approximate Inverse Preconditioners

Edmond Chow, Yousef Saad, Y. Saad, 1997, PPSC.

Numerical Methods in Markov Chain Modelling

Yousef Saad, Bernard Philippe, William J. Stewart, 1996 .

Chebyshev-filtered subspace iteration method free of sparse diagonalization for solving the Kohn-Sham equation

Yousef Saad, James R. Chelikowsky, Yunkai Zhou, 2014, J. Comput. Phys..

Algorithms for the electronic and vibrational properties of nanocrystals

Yousef Saad, Yunkai Zhou, James R Chelikowsky, 2009, Journal of physics. Condensed matter : an Institute of Physics journal.

Algorithms for the evolution of electronic properties in nanocrystals

Yousef Saad, James R. Chelikowsky, Yunkai Zhou, 2007, Comput. Phys. Commun..

Efficient computation of the coupling matrix in time-dependent density functional theory

Yousef Saad, James R. Chelikowsky, Murilo L. Tiago, 2005, Comput. Phys. Commun..

Vibrational modes of silicon nanostructures

Yousef Saad, Kesheng Wu, James R. Chelikowsky, 1995 .

Atomic and electronic structure of germanium clusters at finite temperature using finite difference methods

Y. Saad, A. Stathopoulos, J. Chelikowsky, 1995 .

Fast Algorithms for Estimating the Absorption Spectrum within the Linear Response Time-dependent Density Functional Theory

Y. Saad, Chao Yang, Lin Lin, 2015 .

Computer Methods in Applied Mechanics and Engineering an Arbitrary Lagrangian-eulerian Finite Element Method for Solving Three-dimensional Free Surface Flows

Yousef Saad, Azzeddine Soulaïmani, Y. Saad, 2022 .

Preconditioning the Matrix Exponential Operator with Applications

Yousef Saad, Paul Castillo, Y. Saad, 1998, J. Sci. Comput..

On some recent algorithms for solving algebraic Riccati equations

Y. Saad, C. Brezinski, M. Redivo-Zaglia, 2007 .

A Deflated Version of the Conjugate Gradient Algorithm

Frédéric Guyomarc'h, Yousef Saad, Jocelyne Erhel, 1999, SIAM J. Sci. Comput..

GMRES: a generalized minimal residual algorithm for solving nonsymmetric linear systems

Y. Saad, M. Schultz, Y. Saad, 1986 .

Low Rank Approximation and Decomposition of Large Matrices Using Error Correcting Codes

Arya Mazumdar, Yousef Saad, Shashanka Ubaru, 2015, IEEE Transactions on Information Theory.

Low Rank Approximation using Error Correcting Coding Matrices

Arya Mazumdar, Yousef Saad, Shashanka Ubaru, 2015, ICML.

Communication complexity of the Gaussian elimination algorithm on multiprocessors

Y. Saad, Y. Saad, 1986 .

Numerical Methods for Large Eigenvalue Problems

Y. Saad, Y. Saad, 2011 .

SMASH: Structured matrix approximation by separation and hierarchy

Edmond Chow, Yousef Saad, Yuanzhe Xi, 2017, Numer. Linear Algebra Appl..

Preconditioning techniques for the solution of the Helmholtz equation by the finite element method

Yousef Saad, Azzeddine Soulaïmani, Riyad Kechroud, 2003, Math. Comput. Simul..

A scalable iterative dense linear system solver for multiple right-hand sides in data analytics

Constantine Bekas, Yousef Saad, Alessandro Curioni, 2018, Parallel Comput..

Krylov Subspace Methods on Supercomputers

Y. Saad, Y. Saad, 1989 .

On the Lánczos method for solving symmetric linear systems with several right-hand sides

Y. Saad, Y. Saad, 1987 .

A PARALLEL BLOCK STIEFEL METHOD FOR SOLVING POSITIVE DEFINITE SYSTEMS

Y. Saad, A. Sameh, 1981 .

Efficient numerical simulation of electron states in quantum wires

A. T. Galick, Y. Saad, Y. Saad, 1990 .

Sparse approximations of the Schur complement for parallel algebraic hybrid solvers in 3D

Yousef Saad, Azzam Haidar, Luc Giraud, 2010 .

Alternating direction methods on multiprocessors

S. Lennart Johnsson, Youcef Saad, Martin H. Schultz, 1987 .

A Basic Tool Kit for Sparse Matrix Computations

Youcef Saad, Y. Saad, Y. Saad, 1990 .

Graph Decomposition Techniques for General Sparse Matrices

Yousef Saad, Xiao-Chuan Cai, Y. Saad, 1993, SIAM Conference on Parallel Processing for Scientific Computing.

Quantum algorithms for predicting the properties of complex materials

Yousef Saad, James R. Chelikowsky, Grady Schofield, 2012, XSEDE '12.

A spectrum slicing method for the Kohn-Sham problem

Yousef Saad, James R. Chelikowsky, Grady Schofield, 2012, Comput. Phys. Commun..

The Impact of Parallel Architectures on The Solution of Eigenvalue Problems

Ilse C. F. Ipsen, Youcef Saad, Y. Saad, 1986 .

SPARK: a benchmark package for sparse computations

Yousef Saad, Harry A. G. Wijshoff, Y. Saad, 1990, ICS '90.

Gmres: a Generalized Minimum Residual Algorithm for Solving

G. Golub, S. Eisenstat, Y. Saad, 2022 .

Iterative Methods for Solving Bordered Systems with Applications to Continuation Methods

T. Chan, Y. Saad, Y. Saad, 1985 .

Application of Krylov exponential propagation to fluid dynamics equations

B. D. Semeraro, Y. Saad, 1991 .

Chebyshev acceleration techniques for solving nonsymmetric eigenvalue problems

Y. Saad, Y. Saad, 1984 .

Preconditioned Krylov Subspace Methods for the Numerical Solution of Markov Chains

Yousef Saad, Y. Saad, 1995 .

Tensor Sum Approximation Preconditioners

Yousef Saad, Paul Castillo, Y. Saad, 1997, SIAM Conference on Parallel Processing for Scientific Computing.

Ab initio calculations for large dielectric matrices of confined systems.

Yousef Saad, James R Chelikowsky, Y. Saad, 2003, Physical review letters.

PCA without eigenvalue calculations

Yousef Saad, Effrosini Kokiopoulou, Y. Saad, 2005 .

Numerical solution of large Lyapunov equations

Y. Saad, Y. Saad, 1989 .

Preserving Symmetry in Preconditioned Krylov Subspace Methods

Edmond Chow, Yousef Saad, Tony F. Chan, 1998, SIAM J. Sci. Comput..

Parallel Direct Methods for Solving Banded Linear Systems.

Y. Saad, M. Schultz, Y. Saad, 1987 .

Computing Planetary Interior Normal Modes with a Highly Parallel Polynomial Filtering Eigensolver

Jia Shi, Yousef Saad, Maarten V. de Hoop, 2018, SC18: International Conference for High Performance Computing, Networking, Storage and Analysis.

On the Relations between ILUs and Factored Approximate Inverses

Yousef Saad, Matthias Bollhöfer, Y. Saad, 2002, SIAM J. Matrix Anal. Appl..

ILUs and Factorized Approximate Inverses are Strongly Related. Part I: Overview of Results

Yousef Saad, Y. Saad, Matthias Bollh, 2000 .

SchurRAS: A Restricted Version of the Overlapping Schur Complement Preconditioner

Yousef Saad, Zhongze Li, Y. Saad, 2005, SIAM J. Sci. Comput..

Highly Parallel Preconditioners for General Sparse Matrices

Youcef Saad, Y. Saad, 1994 .

Projection methods for solving large sparse eigenvalue problems

Youcef Saad, Y. Saad, Y. Saad, 1983 .

Application of Krylov Subspace Methods in Fluid Dynamics

Y. Saad, Y. Saad, H. Rajic, 1990 .

Numerical methods for large eigenvalue problems : theory and algorithms

Y Saad, Y. Saad, 1992 .

A rational approximation method for the nonlinear eigenvalue problem.

Yousef Saad, Mohamed El-Guide, Agnieszka Mikedlar, 2019, 1901.01188.

Beyond Automated Multilevel Substructuring: Domain Decomposition with Rational Filtering

Yousef Saad, Vassilis Kalantzis, Yuanzhe Xi, 2018, SIAM J. Sci. Comput..

A Thick-Restart Lanczos Algorithm with Polynomial Filtering for Hermitian Eigenvalue Problems

Chao Yang, Yousef Saad, Ruipeng Li, 2015, SIAM J. Sci. Comput..

Supercomputer Implementations of Preconditioned Krylov Subspace Methods

Youcef Saad, Y. Saad, 1993 .

A hybrid Chebyshev Krylov subspace algorithm for solving nonsymmetric systems of linear equations

Y. Saad, Y. Saad, P. Saylor, 1986 .

Applying Parallel Direct Solver Techniques to Build Robust High Performance Preconditioners

Yousef Saad, Pascal Hénon, Pierre Ramet, 2004, PARA.

Practical Use of Polynomial Preconditionings for the Conjugate Gradient Method

Y. Saad, Y. Saad, 1985 .

Crout Versions of ILU for General Sparse Matrices

Edmond Chow, Na Li, Yousef Saad, 2003, SIAM J. Sci. Comput..

Schur complement‐based domain decomposition preconditioners with low‐rank corrections

Yousef Saad, Ruipeng Li, Yuanzhe Xi, 2015, Numer. Linear Algebra Appl..

Approximate Inverse Techniques for Block-Partitioned Matrices

Edmond Chow, Yousef Saad, Y. Saad, 1997, SIAM J. Sci. Comput..

On acceleration methods for coupled nonlinear elliptic systems

Y. Saad, Y. Saad, T. Kerkhoven, 1991 .

Numerical solution of large nonsymmetric eigenvalue problems

Y. Saad, Y. Saad, 1989 .

Efficient Parallel Solution of Parabolic Equations: Implicit Methods on the Cedar Multicluster

Yousef Saad, Efstratios Gallopoulos, Y. Saad, 1989, PPSC.

Conjugate gradient-like algorithms for solving nonsymmetric linear systems

Y. Saad, M. Schultz, Y. Saad, 1985 .

Find the dimension that counts: Fast dimension estimation and Krylov PCA pdf

Yousef Saad, Abd-Krim Seghouane, Shashanka Ubaru, 2018, SDM.

Approximating Spectral Densities of Large Matrices

Y. Saad, Chao Yang, Lin Lin, 2013, SIAM Rev..

Scaled Gradients on Grassmann Manifolds for Matrix Completion

Yousef Saad, Thanh T. Ngo, Y. Saad, 2012, NIPS.

Spectrum-adapted Polynomial Approximation for Matrix Functions

Y. Saad, Shashanka Ubaru, D. Shuman, 2018, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Finite-difference-pseudopotential method: Electronic structure calculations without a basis.

Y. Saad, J. Chelikowsky, Chelikowsky, 1994, Physical review letters.

Solving Almost all Systems of Random Quadratic Equations pdf

Gang Wang, Georgios B. Giannakis, Jie Chen, 2017, NIPS 2017.

Solving Most Systems of Random Quadratic Equations

Gang Wang, Georgios B. Giannakis, Jie Chen, 2017, NIPS.

A Basic Tool Kit for Sparse Matrix Computations

Youcef Saad, Y. Saad, 1990 .

GDA-AM: On the Effectiveness of Solving Min-Imax Optimization via Anderson Mixing

Joyce C. Ho, Y. Saad, Yuanzhe Xi, 2022, ICLR.

Sampling and multilevel coarsening algorithms for fast matrix approximations

Yousef Saad, Shashanka Ubaru, Y. Saad, 2017, Numer. Linear Algebra Appl..

Parallel Numerical Computing from Illiac IV to Exascale - The Contributions of Ahmed H. Sameh

Ananth Grama, Yousef Saad, Efstratios Gallopoulos, 2012, High-Performance Scientific Computing.

Efficiently Generalizing Ultra-Cold Atomic Simulations via Inhomogeneous Dynamical Mean-Field Theory from Two- to Three-Dimensions

J. K. Freericks, H. R. Krishnamurthy, H. R. Krishnamurthy, 2010, 2010 DoD High Performance Computing Modernization Program Users Group Conference.

Numerical Methods for Electronic Structure Calculations of Materials

Suzanne Shontz, Y. Saad, J. Chelikowsky, 2010, SIAM Rev..

Polynomial filtered Lanczos iterations with applications in Density Functional Theory

Y. Saad, C. Bekas, E. Kokiopoulou, 2005 .

Spectrum-Adapted Polynomial Approximation for Matrix Functions

Y. Saad, Shashanka Ubaru, D. Shuman, 2018, ICASSP.

Farthest Centroids Divisive Clustering

Yousef Saad, Haw-ren Fang, Y. Saad, 2008, 2008 Seventh International Conference on Machine Learning and Applications.

MIQR: A Multilevel Incomplete QR Preconditioner for Large Sparse Least-Squares Problems

Na Li, Yousef Saad, Y. Saad, 2006, SIAM J. Matrix Anal. Appl..

Approximating Spectral Densities of Large Matrices

Y. Saad, Chao Yang, Lin Lin, 2013, SIAM Rev..

Iterative Solution of Indefinite Symmetric Linear Systems by Methods Using Orthogonal Polynomials over Two Disjoint Intervals

Y. Saad, Y. Saad, 1983 .

NLTGCR: A class of Nonlinear Acceleration Procedures based on Conjugate Residuals

Y. Saad, Yuanzhe Xi, Shifan Zhao, 2023, ArXiv.

Domain-Based Parallelism and Problem Decomposition Methods in Computational Science and Engineering

David E. Keyes, Youcef Saad, Donald G. Truhlar, 1995 .

Block-ADI preconditioners for solving sparse nonsymmetric linear systems of equations

Y. Saad, Y. Saad, S. Ma, 1993 .

Overview of Krylov subspace methods with applications to control problems

Youcef Saad, Y. Saad, Y. Saad, 1989 .

Practical Use of Some Krylov Subspace Methods for Solving Indefinite and Nonsymmetric Linear Systems

Y. Saad, Y. Saad, 1984 .

Robust Preconditioning for Indefinite and Ill-Conditioned Sparse Linear Systems.

Yousef Saad, Daniel Osei-Kuffuor, Y. Saad, 2012 .

Efficient Algorithms for Estimating the Absorption Spectrum within Linear Response TDDFT.

Y. Saad, E. Ng, Chao Yang, 2015, Journal of chemical theory and computation.

Complex shift and invert strategies for real matrices

Y. Saad, B. Parlett, Y. Saad, 1987 .

Krylov subspace techniques, conjugate gradients, preconditioning and sparse matrix solvers

Y. Saad, Y. Saad, 1994 .

Domain Decomposition and MultiLevel Type Techniques for General Sparse Linear Systems

Jun Zhang, Yousef Saad, Y. Saad, 1997 .

Projection Methods for the Numerical Solution of Markov Chain Models

Youcef Saad, Y. Saad, Y. Saad, 1989 .

A parallel block cyclic reduction algorithm for the fast solution of elliptic equations

Yousef Saad, Efstratios Gallopoulos, Y. Saad, 1987, Parallel Comput..

A probing method for computing the diagonal of a matrix inverse

Y. Saad, J. Tang, 2012, Numer. Linear Algebra Appl..

Gaussian elimination on hypercubes

Y. Saad, Y. Saad, 1986 .

Complexity of dense linear system solution on a multiprocessor ring. Research report

Ilse C. F. Ipsen, Youcef Saad, Martin H. Schultz, 1986 .

Least-Squares Polynomial Filters for Ill-Conditioned Linear Systems

Frédéric Guyomarc'h, Yousef Saad, J. Erhel, 2001 .

Prewhitening High-Dimensional fMRI Data Sets Without Eigendecomposition

Yousef Saad, Abd-Krim Seghouane, Y. Saad, 2014, Neural Computation.

Preconditioned Krylov subspace methods for eigenvalue problems

Y. Saad, A. Stathopoulos, Kesheng Wu, 1996 .

Parallel Solution of Eigenvalue Problems in Electronic Structure Calculations

Yousef Saad, James R. Chelikowsky, Andreas Stathopoulos, 1997, PPSC.