Computational Physics 2e : Problem Solving with Computers - Landau, Rubin

Computational Physics 2e : Problem Solving with Computers

Rubin Landau

Yayınevi: John Wiley

Yayın tarihi: 07/2007

ISBN: 9783527406265

Yazar : Manuel J. Paez Christian C. Bordeianu

İngilizce | 616 Sayfa | 172 mm x 238 mm

Tür: Fizik-Astronomi  |  Bilgisayar-Akademik

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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.

From the reviews of the first edition:
"Landau and Paez's book would be an excellent choice for a course on computational physics which emphasizes computational methods and programming." American Journal of Physics
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 Packages

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