author = { Landau, Rubin H. AND Bordeianu, Cristian C. AND Páez, Manuel J. },

title = { Computational Physics Problem Solving with Python },

publisher = {Wiley-VCH Verlag GmbH},

isbn = {9783527414253},

keywords = { COMPUTERS / Programming Languages / General , Engineering: general , Ingenieurswesen, Maschinenbau allgemein , Materials science , Materialwissenschaft , Physics , Physik , Programmier- und Skriptsprachen, allgemein , Programming & scripting languages: general , SCIENCE / Mathematical Physics , SCIENCE / Physics , TECHNOLOGY & ENGINEERING / Engineering (General) , TECHNOLOGY & ENGINEERING / Material Science },

year = {2024},

abstract = {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},

address = { Berlin },

url = { http://slubdd.de/katalog?TN_libero_mab2 }