CS590C: Introduction to Computational Science
Fall 1996
This page contains lecture notes, supplementary reading material and
other sites on the network that contain material relevant to the
course.
Week 1
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Introduction to Computational Science
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Evolution of Hardware / Software
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Elementary Linear Algebra
Study Material
Week 2
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Introduction to Mathematical Tools
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Symbollic Computation: MAXIMA
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Matlab
Study Material
Week 3
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Using Matlab.
Study Material
Week 4
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Mathematica.
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Libraries for linear algebra: BLAS, LAPACK, LINPACK, EISPACK
Study Material
Week 5
Week 6
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Sparse Linear Algebra.
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- Lecture 15: Incomplete LU factorization preconditioners.
(Chapter 10 of Iterative Methods for Sparse Linear Systems by Y. Saad).
Week 7
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Lecture 18: Iterative methods (Jacobi, Gauss-Siedel, SOR)
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Lecture 19,20: Semi direct methods (Lanczos Method, Conjugate Gradient)
Week 8
Week 9
Week 10