Computational Physics Simulation of Classical and Quantum Systems /

• Κύριος συγγραφέας: Scherer, Philipp O.J (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Έκδοση: 3rd ed. 2017.
• Σειρά: Graduate Texts in Physics,
• Θέματα: Physics.; Chemistry, Physical and theoretical.; Mathematical physics.; Numerical and Computational Physics, Simulation.; Mathematical Applications in the Physical Sciences.; Mathematical and Computational Engineering.; Theoretical and Computational Chemistry.

This textbook presents basic numerical methods and applies them to a large variety of physical models in multiple computer experiments. Classical algorithms and more recent methods are explained. Partial differential equations are treated generally comparing important methods, and equations of motio...

Πίνακας περιεχομένων:

• I. Numerical Methods
• Error Analysis
• Interpolation
• Numerical Differentiation
• Numerical Integration
• Systems of Inhomogeneous Linear Equations
• Roots and Extremal Points
• Fourier Transformation
• Wavelets
• Random Numbers and Monte Carlo Methods
• Eigenvalue Problems
• Data Fitting
• Discretization of Differential Equations
• Equations of Motion
• II. Simulation of Classical and Quantum Systems
• Rotational Motion
• Molecular Mechanics
• Continuum Mechanics
• Thermodynamic Systems
• Random Walk and Brownian Motion
• Electrostatics
• Waves
• Diffusion
• Convection
• Nonlinear Systems
• Simple Quantum Systems
• Quantum Many -Body Systems.