Cover image for Computational methods for physics
Title:
Computational methods for physics
Publication Information:
Cambridge : Cambridge University Press, 2013.
Physical Description:
xvii, 400 pages : illustrations ; 26 cm.
ISBN:
9781107034303

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32080000000187 QC20 F73 2013 Open Access Book Book
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Summary

Summary

There is an increasing need for undergraduate students in physics to have a core set of computational tools. Most problems in physics benefit from numerical methods, and many of them resist analytical solution altogether. This textbook presents numerical techniques for solving familiar physical problems where a complete solution is inaccessible using traditional mathematical methods. The numerical techniques for solving the problems are clearly laid out, with a focus on the logic and applicability of the method. The same problems are revisited multiple times using different numerical techniques, so readers can easily compare the methods. The book features over 250 end-of-chapter exercises. A website hosted by the author features a complete set of programs used to generate the examples and figures, which can be used as a starting point for further investigation. A link to this can be found at www.cambridge.org/9781107034303.


Table of Contents

1 Programming overview
2 Ordinary differential equations
3 Root-finding
4 Partial differential equations
5 Time dependent problems
6 Integration
7 Fourier transform
8 Harmonic oscillators
9 Matrix inversion
10 The eigenvalue problem
11 Iterative methods
12 Minimization
13 Chaos
14 Neural networks
15 Galerkin methods
References
Index