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Research
My research interests include:
Sparse matrix computations, parallel algorithms, eigenvalue problems,
matrix methods in materials science; Linear algebra methods for
data analysis.
My technical reports can be accessed in the
PDF format. They are listed by year.
A bibtex file "saad.bib" is also available.
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Books
Click Here for information on my books
(1) "Numerical methods for large
eigenvalue problems", SIAM, (2011)
(2) "Iterative Methods for Sparse Linear Systems", WPS, (1996);
and (3) The 2003 edition of this book from SIAM.
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Software
Several software packages for solving linear systems are available online.
Go to the Software page for additional details
and links. Here are the most important ones:
SPARSKIT A basic tool-kit for sparse matrix computations
(Written in fortran 77).
pARMS ,
parallel Algebraic Recursive Multilevel Solver (pARMS)
ITSOL ,
Iterative Solution module (now includes Zitsol the complex variant).
Other packages and links to existing packages can be found in the
Software page.
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Teaching
Here are the main courses I tought in the past few years:
Computational Aspects of Matrix Theory (csci 5304);
Elementary Computational Linear Algebra (csci 2033);
Analysis of numerical algorithms (csci 5302);
Sparse matrix computations (csci 8314) ; and
Introduction to Parallel Computing (csci 5451).
Lecture notes are
generally posted on the Teaching
web-site for the year when the course is taught. I also post recent
tutorials given - generally on topics in numerical linear algebra.
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