Yousef Saad

发表

Solving Most Systems of Random Quadratic Equations

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

A Greedy Strategy for Coarse-Grid Selection

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

Beyond AMLS: Domain decomposition with rational filtering

Yousef Saad, Vassilis Kalantzis, Yuanzhe Xi, 2017 .

Numerical Methods for Electronic Structure Calculations of Materials

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

A rational approximation method for solving acoustic nonlinear eigenvalue problems pdf

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

An Introduction to Iterative Projection Methods

Yousef Saad, Richard B. Lehoucq, Danny C. Sorensen, 2000, Templates for the Solution of Algebraic Eigenvalue Problems.

Improving the Incoherence of a Learned Dictionary via Rank Shrinkage

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

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

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

PSPARSLIB Users Manual: A Portable Library of parallel Sparse Iterative Solvers

Yousef Saad, Gen-ching Lo, Sergey G. Kuznetsov, 1998 .

Multilevel Preconditioners Constructed From Inverse-Based ILUs

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

Fast Updating Algorithms for Latent Semantic Indexing

Yousef Saad, Eugene Vecharynski, 2014, SIAM J. Matrix Anal. Appl..

Shifts of Origin for the QR Algorithm

Yousef Saad, 1974, IFIP Congress.

Divide and Conquer Strategies for Effective Information Retrieval

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

14. Domain Decomposition Methods

Yousef Saad, 2003 .

Parallel methods and tools for predicting material properties

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

Prewhitening High-Dimensional fMRI Data Sets Without Eigendecomposition

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

Computation of Smallest Eigenvalues using Spectral Schur Complements

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

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

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

Hypergraph-based multilevel matrix approximation for text information retrieval

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

Trace optimization and eigenproblems in dimension reduction methods

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

ILUT: A dual threshold incomplete LU factorization

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

PSPARSLIB: A Portable Library of Parallel Sparse Iterative Solvers

Yousef Saad, Sergey Kuznetsov, Andrei V. Malevsky, 1997, PPSC.

Preconditioned Krylov Subspace Methods for Sampling Multivariate Gaussian Distributions

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

Further Analysis of the Arnoldi Process for Eigenvalue Problems

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

Hybrid Krylov Methods for Nonlinear Systems of Equations

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

Applications of Trace Estimation Techniques

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

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

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

Heuristic Algorithms for Automatic Graph Partitioning

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

Fast Estimation of Approximate Matrix Ranks Using Spectral Densities

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

Analysis of Subspace Iteration for Eigenvalue Problems with Evolving Matrices

Yousef Saad, 2016, SIAM J. Matrix Anal. Appl..

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

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

Deflated and Augmented Krylov Subspace Techniques

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

Applying Parallel Direct Solver Techniques to Build Robust High Performance Preconditioners

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

Lanczos Vectors versus Singular Vectors for Effective Dimension Reduction

Yousef Saad, Jie Chen, 2009, IEEE Transactions on Knowledge and Data Engineering.

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

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

Robust preconditioning for sparse linear systems

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

Exploiting Capabilities of Many Core Platforms in Reservoir Simulation

Yousef Saad, Ruipeng Li, Hector Klie, 2011, ANSS 2011.

On the Relations between ILUs and Factored Approximate Inverses

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

Approximate Inverse Preconditioners via Sparse-Sparse Iterations

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

High performance manycore solvers for reservoir simulation

Yousef Saad, Ruipeng Li, Hector Klie, 2010 .

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..

Parallel Solution of Equations for the Electronic Structure of Matter

Yousef Saad, James R. Chelikowsky, Thierry Braconnier, 1999, PPSC.

Tensor Sum Approximation Preconditioners

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

Low-Rank Correction Methods for Algebraic Domain Decomposition Preconditioners pdf

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

Two classes of multisecant methods for nonlinear acceleration

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

A spectrum slicing method for the Kohn-Sham problem

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

SchurRAS: A Restricted Version of the Overlapping Schur Complement Preconditioner

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

Efficient Parallel Solutions of Parabolic Equations: Explicit Methods

Yousef Saad, Efstratios Gallopoulos, 1989, PPSC.

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.

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

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

12. Parallel Preconditioners

Yousef Saad, 2003 .

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

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

Parallel Iterative Methods for Sparse Linear Systems

Yousef Saad, Y. Saad, 2001 .

Preconditioned Krylov Subspace Methods For CFD Applications

Yousef Saad, Y. Saad, 1995 .

Using the parallel algebraic recursive multilevel solver in modern physical applications

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

Sparse Matrix Computations on the CM-5

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

Data communication in parallel architectures

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

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.

A Deflated Version of the Conjugate Gradient Algorithm

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

Preconditioning techniques for highly indefinite linear systems

Yousef Saad, 2008 .

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

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

Further analysis of minimum residual iterations

Yousef Saad, 2000, Numer. Linear Algebra Appl..

Approximating Spectral Densities of Large Matrices

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

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

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

Graph Partitioning Using Matrix Values for Preconditioning Symmetric Positive Definite Systems

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

Special issue on Parallel Matrix Algorithms and Applications (PMAA'10)

Yousef Saad, Peter Arbenz, Olaf Schenk, 2011, Parallel Comput..

Beyond Automated Multilevel Substructuring: Domain Decomposition with Rational Filtering

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

Parallel Solution of Eigenvalue Problems in Electronic Structure Calculations

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

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

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

DQGMRES: a Direct Quasi-minimal Residual Algorithm Based on Incomplete Orthogonalization

Kesheng Wu, Yousef Saad, 1996, Numer. Linear Algebra Appl..

Filtered Conjugate Residual-type Algorithms with Applications

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

Shanks Sequence Transformations and Anderson Acceleration

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

Parallel matrix algorithms

Ananth Grama, Constantine Bekas, Yousef Saad, 2014, Parallel Comput..

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

Yousef Saad, Leigh Little, Zhuliu Li, 2002 .

Dense Subgraph Extraction with Application to Community Detection

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

Multilevel manifold learning with application to spectral clustering

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

The Trace Ratio Optimization Problem for Dimensionality Reduction

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

Distributed Schur Complement Techniques for General Sparse Linear Systems

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

The Trace Ratio Optimization Problem

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

Preconditioning the Matrix Exponential Operator with Applications

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

Graph partitioning for scientific computing applications

George Karypis, Yousef Saad, Irene Moulitsas, 2005 .

Orthogonal neighborhood preserving projections

Yousef Saad, Effrosini Kokiopoulou, Y. Saad, 2005, Fifth IEEE International Conference on Data Mining (ICDM'05).

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

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

Domain-Decomposition-Type Methods for Computing the Diagonal of a Matrix Inverse

Yousef Saad, Jok Man Tang, 2011, SIAM J. Sci. Comput..

Parallel Approximate Inverse Preconditioners

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

Graph Decomposition Techniques for General Sparse Matrices

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

A Hierarchical Low Rank Schur Complement Preconditioner for Indefinite Linear Systems

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

Computing charge densities with partially reorthogonalized Lanczos

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

Parallel Iterative Methods in Modern Physical Applications

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

Iterative methods for sparse linear systems

Yousef Saad, Y. Saad, 2003 .

Sampling and multilevel coarsening algorithms for fast matrix approximations

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

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..

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

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

Component‐based iterative methods for sparse linear systems

Masha Sosonkina, Yousef Saad, J. Jones, 2007, Concurr. Comput. Pract. Exp..

Computing f(A)b via Least Squares Polynomial Approximations

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

Diagonalization methods in PARSEC

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

Face recognition using OPRA-faces

Yousef Saad, Effrosini Kokiopoulou, Y. Saad, 2005, Fourth International Conference on Machine Learning and Applications (ICMLA'05).

Cucheb: A GPU implementation of the filtered Lanczos procedure

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

Parallel Finite Element Calculations Using PSPARSLIB

Yousef Saad, Irene Moulitsas, 1999, PPSC.

High Performance Complete and Incomplete Factorizations for Very Large Sparse Systems by using Scotch and PaStiX softwares

Yousef Saad, Pascal Hénon, Pierre Ramet, 2004 .

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

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

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 .

Efficient estimation of eigenvalue counts in an interval pdf

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

SPARK: a benchmark package for sparse computations

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

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

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

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

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

A rational approximation method for the nonlinear eigenvalue problem.

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

Preserving Symmetry in Preconditioned Krylov Subspace Methods

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

Convergence Theory of Nonlinear Newton-Krylov Algorithms

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

Parallel Rapid Elliptic Solvers

Yousef Saad, Efstratios Gallopoulos, 1987, PPSC.

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

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

Phase Retrieval via Reweighted Amplitude Flow

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

GPU-accelerated preconditioned iterative linear solvers

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

Schur Complement Preconditioners for Distributed General Sparse Linear Systems

Yousef Saad, Y. Saad, 2007 .

Divide and Conquer Low-Rank Preconditioners for Symmetric Matrices

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

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

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

A benchmark package for sparse matrix computations

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

Scalable real space pseudopotential-density functional codes for materials applications

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

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

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

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

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

Block LU Preconditioners for Symmetric and Nonsymmetric Saddle Point Problems

Yousef Saad, Laurent Smoch, Leigh Little, 2003, SIAM J. Sci. Comput..

Calcul de valeurs propres de grandes matrices hermitiennes par des techniques de partitionnement

Yousef Saad, 1974 .

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..

Performance of the CM-5 and Message Passing Primitives

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

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.

Multilevel ILU With Reorderings for Diagonal Dominance

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

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..

Proceedings of the Third International Workshop on Parallel Algorithms for Irregularly Structured Problems

José D. P. Rolim, Tao Yang, Afonso Ferreira, 1996 .

Applying parallel direct solver skills to build robust and highly performant preconditioners

Yousef Saad, Pascal Hénon, Pierre Ramet, 2004 .

Greedy Coarsening Strategies for Nonsymmetric Problems

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

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

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

Scaled Gradients on Grassmann Manifolds for Matrix Completion

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

SMASH: Structured matrix approximation by separation and hierarchy

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

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

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

PCA without eigenvalue calculations

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

Planning the next generation of density functional codes

Yousef Saad, James R. Chelikowsky, Grady Schofield, 2014 .

A Filtered Lanczos Procedure for Extreme and Interior Eigenvalue Problems

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

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

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

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

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

Parallelization of the Edge Based Stabilized Finite Element Method

Yousef Saad, Azzeddine Soulaïmani, Ali Rebaine, 2000 .

3. Sparse Matrices

Yousef Saad, 2003 .

Data Communication in Hypercubes

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

A Flexible Inner-Outer Preconditioned GMRES Algorithm

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

Overlapping Domain Decomposition Algorithms for General Sparse Matrices

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

Farthest Centroids Divisive Clustering

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

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

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

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.

Iterative solution of general sparse linear systems on clusters of workstations

Yousef Saad, Gen-ching Lo, 1996 .

Distributed ILU(0) and SOR Preconditioners for Unstructured Sparse Linear Systems

Yousef Saad, Sangback Ma, 1998 .

Parallelism in algebraic recursive solvers

Masha Sosonkina, Yousef Saad, Zhongze Li, 2001, PPSC.

Topic 10: Parallel Numerical Algorithms

Hans-Joachim Bungartz, Yousef Saad, Michel Cosnard, 2006, Euro-Par.

Preconditioning strategies for linear systems arising in tire design

Masha Sosonkina, Yousef Saad, Layne T. Watson, 2000, Numer. Linear Algebra Appl..

Performance Study of Some Supercomputers Using a Sparse Matrix Benchmark

Yousef Saad, Harry A. G. Wijshoff, 1989, PPSC.

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

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

Enhanced Parallel Multicolor Preconditioning Techniques for Linear Systems

Masha Sosonkina, Yousef Saad, 1999, PPSC.

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

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

11. Parallel Implementations

Yousef Saad, Y. Saad, 2003 .

A Parallel Block Cyclic Reduction Algorithm for the Fast Solution of Elliptic Equations

Yousef Saad, Efstratios Gallopoulos, 1987, ICS.

Multigrid Algorithms on the Hypercube Multiprocessor

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

Basic Sparse Matrix Computations on Massively Parallel Computers

Yousef Saad, William R. Ferng, Kun-da Wu, 1993 .

Fast methods for estimating the Numerical rank of large matrices

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

Solving Sparse Triangular Linear Systems on Parallel Computers

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

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.

Polynomial filtering in latent semantic indexing for information retrieval

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

Parallel Algorithms for Irregularly Structured Problems

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

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

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

Approximate Inverse Techniques for Block-Partitioned Matrices

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

Crout Versions of ILU for General Sparse Matrices

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

On the design of parallel numerical methods in message passing and shared memory environments

Yousef Saad, 1987 .

Numerical linear algebra techniques for effective data analysis

Jie Chen, Yousef Saad, 2010 .

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

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

Block Krylov–Schur method for large symmetric eigenvalue problems

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

A Parallel Multistage ILU Factorization Based on a Hierarchical Graph Decomposition

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

Low Rank Approximation using Error Correcting Coding Matrices

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

Component-based iterative methods for sparse linear systems: Research Articles

Masha Sosonkina, Yousef Saad, J. Jones, 2007 .

Algorithms for the evolution of electronic properties in nanocrystals

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

On the parallel solution of parabolic equations

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

A posteriori error estimate for computing tr(f(A)) by using the Lanczos method

Yousef Saad, Jie Chen, 2018, Numer. Linear Algebra Appl..

7. Filtering and Restarting Techniques

Yousef Saad, Y. Saad, 2011 .

A Factored Approximate Inverse Preconditioner with Pivoting

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

Parallelization of a finite element CFD code using PSPARSLIB : application to three-dimensional free surface flows

Yousef Saad, Azzeddine Soulaïmani, Abdessamad Qaddouri, 1998 .

PARALLEL METHODS AND TOOLS

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

Quantum algorithms for predicting the properties of complex materials

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

Modification and Compensation Strategies for Threshold-based Incomplete Factorizations

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

Alternating Direction Methods on Multiprocessors: An Extended Abstract.

Yousef Saad, M H Schultz, 1985 .

Block Preconditioners for Saddle Point Problems

Yousef Saad, Leigh Little, 2004, Numerical Algorithms.

Efficient Solution of Parabolic Equations by Krylov Approximation Methods

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

pARMS: a parallel version of the algebraic recursive multilevel solver

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

Finding Exact and Approximate Block Structures for ILU Preconditioning

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

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..

Preliminary results in data mining for materials

Yousef Saad, James R. Chelikowsky, Da Gao, 2012 .

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

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

A Rational Function Preconditioner For Indefinite Sparse Linear Systems

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

Scalable remote homology detection and fold recognition in massive protein networks

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

A Chebyshev-Davidson Algorithm for Large Symmetric Eigenproblems

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

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

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

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

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

Spectral recycling strategies for the solution of nonlinear eigenproblems in thermoacoustics

Stéphane Moreau, Yousef Saad, Luc Giraud, 2015, Numer. Linear Algebra Appl..

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

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

Computing Partial Spectra with Least-Squares Rational Filters

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

Use of PSPARSLIB for Solving Three-Dimensional Free Surface Flows

Yousef Saad, Azzeddine Soulaïmani, 1999, PPSC.

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

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

Numerical Methods in Markov Chain Modelling

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

Incremental incomplete LU factorizations with applications

Yousef Saad, Caterina Calgaro, Jean-Paul Chehab, 2010, Numer. Linear Algebra Appl..

Solution of Distributed Sparse Linear Systems Using PSPARSLIB

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

Fast Computation of Spectral Densities for Generalized Eigenvalue Problems

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

Enhanced graph-based dimensionality reduction with repulsion Laplaceans

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

Solving Almost all Systems of Random Quadratic Equations pdf

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

Non-standard Parallel Solution Strategies for Distributed Sparse Linear Systems

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

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

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

Proxy-GMRES: Preconditioning via GMRES in Polynomial Space

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

Solve Minimax Optimization by Anderson Acceleration pdf

Yousef Saad, Yuanzhe Xi, Shifan Zhao, 2021, ArXiv.

Graph coarsening: from scientific computing to machine learning pdf

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

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

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

On the condition number of some gram matrices arising from least squares approximation in the complex plane

Yousef Saad, 1986 .

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

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

Preconditioning strategies for linear systems arising in tire design

Yousef Saad, Layne T. Watson, John T. Melson, 2000 .

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

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

Diagonal Threshold Techniques in Robust Multi-level ILU Preconditioners for General Sparse Linear Systems

Yousef Saad, Jun Zhang, 1999 .

Least-Squares Polynomial Filters for Ill-Conditioned Linear Systems

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

Vibrational modes of silicon nanostructures

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

Using real space pseudopotentials for the electronic structure problem

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

1. Background in Matrix Theory and Linear Algebra

Yousef Saad, Y. Saad, 2011 .

Data Structures and Algorithms for Domain Decomposition and Distributed Sparse Matrices

Yousef Saad, Y. Saad, 1994 .

Electronic Structure of Clusters and Nanocrystals

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

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

Yousef Saad, Azzam Haidar, Luc Giraud, 2010 .

10. Preconditioning Techniques

Yousef Saad, 2003 .

Enhanced Multilevel Manifold Learning

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

Formation enthalpies for transition metal alloys using machine learning

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

DQGMRES: a Direct Quasi-minimal Residual Algorithm Based on Incomplete Orthogonalization

Yousef Saad, Kesheng Wu, 1996 .

Nonlinear Krylov acceleration for CFD-based aeroelasticity

Yousef Saad, Azzeddine Soulaïmani, Zhengkun Feng, 2009 .

Rational Approximation Preconditioners for General Sparse Linear Systems

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

Solving Elliptic Difference Equations on a Linear Array of Processors

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

Enhanced Preconditioners for Large Sparse Least SquaresProblems

Yousef Saad, 2001 .

Parallel Solution of General Sparse Linear Systems

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

Realizable reduction of passive networks

Sachin S. Sapatnekar, Yousef Saad, Bernard N. Sheehan, 2005 .

Think Globally , Act Locally : An Introduction to Domain-based Parallelism and Problem Decomposition Methods

David E. Keyes, Yousef Saad, Donald G. Truhlar, 2003 .

Preconditioned Krylov Subspace Methods for the Numerical Solution of Markov Chains

Yousef Saad, Y. Saad, 1995 .

ENHANCED ACCELERATION AND RECONDITIONING TECHNIQUES

Yousef Saad, 1998 .

Further Analysis of Minimum Residual Iterations

Yousef Saad, 2000 .

High-order ILU preconditioners for CFD problems

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

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

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

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

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

Domain Decomposition and MultiLevel Type Techniques for General Sparse Linear Systems

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

Modified Krylov acceleration for parallel environments

Yousef Saad, Caroline Le Calvez, 1999 .

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

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

Crout versions of ILU factorization with pivoting for sparse symmetric matrices.

Na Li, Yousef Saad, 2005 .

An arbitrary Lagrangian-Eulerian finite element method for solving three-dimensional free surface flows

Yousef Saad, Azzeddine Soulaïmani, Y. Saad, 1998 .

Design of an iterative solution module for a parallel sparse matrix library (P_SPARSLIB)

Yousef Saad, Kesheng Wu, 1995 .

ILUS: An incomplete LU preconditioner in sparse skyline format

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

Partial Eigensolutions of Large Nonsymmetric Matrices.

Yousef Saad, 1985 .

pARMS : A Package for the Parallel Iterative Solution of General Large Sparse Linear System ∗ User ’ s Guide

Masha Sosonkina, Yousef Saad, Zhongze Li, 2006 .

On correction equations and domain decomposition for computing invariant subspaces

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

A comparison of preconditioners for complex-valued matrices

Yousef Saad, Daniel Osei-Kuffuor, 2007 .

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

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

Ab initio calculations for large dielectric matrices of confined systems.

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

Data mining for materials: Computational experiments with AB compounds

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

Atoms and Clusters

Yousef Saad, James R. Chelikowsky, Igor Vasiliev, 2006 .

6. Krylov Subspace Methods, Part I

Yousef Saad, 2003 .

Enhanced GMRES Acceleration Techniques for some CFD Problems

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

Parallel implementation of time-dependent density functional theory☆

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

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

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