%0 Book
%T Computational Physics Problem Solving with Python
%A Landau, Rubin H.
%A Bordeianu, Cristian C.
%A Páez, Manuel J.
%I Wiley-VCH Verlag GmbH
%@ 9783527414253
%K COMPUTERS / Programming Languages / General
%K Engineering: general
%K Ingenieurswesen, Maschinenbau allgemein
%K Materials science
%K Materialwissenschaft
%K Physics
%K Physik
%K Programmier- und Skriptsprachen, allgemein
%K Programming & scripting languages: general
%K SCIENCE / Mathematical Physics
%K SCIENCE / Physics
%K TECHNOLOGY & ENGINEERING / Engineering (General)
%K TECHNOLOGY & ENGINEERING / Material Science
%D 2024
%X Preface PART I. BASICS Introduction Software Basics Errors & Uncertainties Monte Carlo Simulations Differentiation & Integration Trial-and-Error Searching & Data Fitting Matrix Computing and N-D Searching Differential Equations & Nonlinear Oscillations PART II. DATA SCIENCE Fourier Analyses Wavelet & Principal Components Analysis Neural Networks & Machine Learning Quantum Computing PART III. APPLICATIONS ODE Applications; Eigenvalues, Scattering, Trajectories Fractals & Statistical Growth Models Nonlinear Population Dynamics Nonlinear Dynamics of Continuous Systems Thermodynamics Simulations & Fenyman Path Integrals Molecular Dynamics Simulations General Relativity Integral Equations PART IV. PDE APPLICATIONS PDE Review, Electrostatics & Relaxation Heat Flow & Leapfrogging String & Membrane Waves Quantum Wave Packets & EM Waves Shock & Soliton Waves Fluid Hydrodynamics Finite Element Electrostatics Appendices Index
%C Wiley-VCH Verlag GmbH
%C Berlin
%U http://slubdd.de/katalog?TN_libero_mab2
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