Computational physics : problem solving with python / Rubin H. Landau, Manuel J. Páez and Cristian C. Bordeianu.
Tipo de material:
TextoIdioma: Inglés Fecha de copyright: Weinheim : Chichester : Wiley-VCH ; John Wiley [distributor], 2015Edición: Third editionDescripción: xxi, 593 pages : illustrations ; 24 cm. + 1 CD-ROMISBN: - 9783527413157
- 530.0113 23
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Biblioteca Yachay Tech | 530.0113 L2539c 2015 (Navegar estantería(Abre debajo)) | Ej. 1 | Disponible | 005675 |
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| 530.01 H8943t 2010 The theoretical practices of physics : philosophical essays / | 530.01 H8943t 2010 The theoretical practices of physics : philosophical essays / | 530.01 H8943t 2010 The theoretical practices of physics : philosophical essays / | 530.0113 L2539c 2015 Computational physics : | 530.024 G433f 2009 Física para ciencias e ingeniería con física moderna / | 530.024 G433f 2009 Física para ciencias e ingeniería con física moderna / | 530.024 G433f 2009 Física para ciencias e ingeniería con física moderna / |
This edition originally published: 2004.
Includes bibliographical references and index.
Computing Software Basics -- Errors and Uncertainties in Computations -- Monte Carlo: Randomness, Walks, and Decays -- Differentiation and Integration -- Matrix Computing -- Trial-and-Error Searching and Data Fitting -- Solving Differential Equations: Nonlinear Oscillations -- ODE Applications: Eigenvalues, Scattering, and Projectiles -- High-Performance Hardware and Parallel Computers -- Applied HPC: Optimization, Tuning, and GPU Programming -- Fourier Analysis: Signals and Filters -- Wavelet and Principal Components Analyses: Nonstationary Signals and Data Compression -- Nonlinear Population Dynamics -- Continuous Nonlinear Dynamics -- Fractals and Statistical Growth Models -- Thermodynamic Simulations and Feynman Path Integrals -- Molecular Dynamics Simulations -- PDE Reviewand Electrostatics via Finite Differences and Electrostatics via Finite Differences -- Heat Flow via Time Stepping -- Wave Equations I: Strings and Membranes -- Wave Equations II: QuantumPackets and Electromagnetic -- Electrostatics via Finite Elements -- Shocks Waves and Solitons -- Dynamics -- Integral Equations of QuantumMechanics.
The use of computation and simulation has become an essential part of the scientific process. Being able to transform a theory into an algorithm requires significant theoretical insight, detailed physical and mathematical understanding, and a working level of competency in programming.
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