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Computational Physics : Problem Solving with Computers Computer Science- Text Only

Computational Physics : Problem Solving with Computers Computer Science- Text Only - 2nd edition

Cover of Computational Physics : Problem Solving with Computers Computer Science- Text Only 2ND 07 (ISBN -)
Cover type: Hardback
Edition/Copyright: 2ND 07
Publisher: John Wiley & Sons, Inc.
Published: 2007
International: No

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Computational Physics : Problem Solving with Computers Computer Science- Text Only - 2ND 07 edition

ISBN13: -

Rubin Landau, Manuel J. Paez and Cristian C. Bordeianu

Cover type: Hardback
Edition/Copyright: 2ND 07
Publisher: John Wiley & Sons, Inc.

Published: 2007
International: No
Summary

This second edition increases the universality of the previous edition by providing all its codes in the Java language, whose compiler and development kit are available for free for essentially all operating systems. In addition, the accompanying CD provides many of the same codes in Fortran 95, Fortran 77, and C, for even more universal application, as well as MPI codes for parallel applications. The book also includes new materials on trial-and-error search techniques, IEEE floating point arithmetic, probability and statistics, optimization and tuning in multiple languages, parallel computing with MPI, JAMA the Java matrix library, the solution of simultaneous nonlinear equations, cubic splines, ODE eigenvalue problems, and Java plotting programs.

Table of Contents

Computational Science Basics
Errors and Uncertainties in Computations
Visualization Tools
Object-Oriented Programs: Impedance & Batons
Monte Carlo Simulations
Trial & Error Searching, Matrix Computing, Data Fitting
Computing Hardware Basics: Memory and CPU
Parallel Computing and MPI
Integration and Differentiation
Differential Equations Applications
Fourier Analysis; Signals and Filters
Wavelet Analysis and Data Compression
Nonlinear Dynamics and Fractals
Simulating Matter with Molecular Dynamics
PDEs for Electrostatics and Heat Flow
PDE Waves: Strings, Solitons & Quantum Packets
Computational Fluid Dynamics
Integral Equations in Quantum Mechanics
Metropolis Magnets and Feynman Path Integrals
Appendices: Glossary, Installing PtPlot and JDK

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