- 403 pages
- English
- PDF
- Available on iOS & Android
eBook - PDF
An Introduction to Computational Physics
About this book
Thoroughly revised for its second edition, this advanced textbook provides an introduction to the basic methods of computational physics, and an overview of progress in several areas of scientific computing by relying on free software available from CERN. The book begins by dealing with basic computational tools and routines, covering approximating functions, differential equations, spectral analysis, and matrix operations. Important concepts are illustrated by relevant examples at each stage. The author also discusses more advanced topics, such as molecular dynamics, modeling continuous systems, Monte Carlo methods, genetic algorithm and programming, and numerical renormalization. It includes many more exercises. This can be used as a textbook for either undergraduate or first-year graduate courses on computational physics or scientific computation. It will also be a useful reference for anyone involved in computational research.
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Information
Table of contents
- Cover
- Half-title
- Title
- Copyright
- Dedication
- Contents
- Preface to first edition
- Preface
- Acknowledgments
- Chapter 1 Introduction
- Chapter 2 Approximation of a function
- Chapter 3 Numerical calculus
- Chapter 4 Ordinary differential equations
- Chapter 5 Numerical methods for matrices
- Chapter 6 Spectral analysis
- Chapter 7 Partial differential equations
- Chapter 8 Molecular dynamics simulations
- Chapter 9 Modeling continuous systems
- Chapter 10 Monte Carlo simulations
- Chapter 11 Genetic algorithm and programming
- Chapter 12 Numerical renormalization
- References
- Index
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Yes, you can access An Introduction to Computational Physics by Tao Pang in PDF and/or ePUB format, as well as other popular books in Physical Sciences & Mathematical & Computational Physics. We have over 1.5 million books available in our catalogue for you to explore.