TY -
BOOK
AU - Landau, Rubin H.
AU - Bordeianu, Cristian C.
AU - Páez, Manuel J.
TI -
Computational Physics
Problem Solving with Python
PB - Wiley-VCH Verlag GmbH
SN - 9783527414253
KW - COMPUTERS / Programming Languages / General
KW - Engineering: general
KW - Ingenieurswesen, Maschinenbau allgemein
KW - Materials science
KW - Materialwissenschaft
KW - Physics
KW - Physik
KW - Programmier- und Skriptsprachen, allgemein
KW - Programming & scripting languages: general
KW - SCIENCE / Mathematical Physics
KW - SCIENCE / Physics
KW - TECHNOLOGY & ENGINEERING / Engineering (General)
KW - TECHNOLOGY & ENGINEERING / Material Science
PY - 2024
N2 - 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
CY - Berlin
UR - http://slubdd.de/katalog?TN_libero_mab2
ER -