Mathematical Principles for Scientific Computing and Visualization.
This non-traditional introduction to the mathematics of scientific computation describes the principles behind the major methods, from statistics, applied mathematics, scientific visualization, and elsewhere, in a way that is accessible to a large part of the scientific community. Introductory mater...
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| Format: | eBook |
| Language: | English |
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Baton Rouge :
CRC Press,
2008.
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| Online Access: | Connect to the full text of this electronic book |
Table of Contents:
- Front cover
- Contents
- Preface
- Chapter 1. Introduction
- Chapter 2. Computational Basics
- Chapter 3. Coordinate Systems
- Chapter 4. Background: Numerical Linear Algebra
- Chapter 5. Solving Linear Systems
- Chapter 6. Eigen-Problems
- Chapter 7. Background: Numerical Calculus
- Chapter 8. Data Fitting
- Chapter 9. Computing Dynamic Processes
- Chapter 10. Finding Roots
- Chapter 11. Computing with Multivariate Functions
- Chapter 12. Visualizing Empirical Data
- Chapter 13. Facets
- Chapter 14. Visualizing Scalar Values over 2D Data
- Chapter 15. Volume Visualization
- Chapter 16. Background: Computer Graphics
- Bibliography
- Back cover.