Basic Concepts in Computational Physics/

Benjamin A. Stickler, Ewald Schachinger

Basic Concepts in Computational Physics/ - New York: Springer,


Some Basic Remarks
Benjamin A. Stickler, Ewald Schachinger

Deterministic Methods
Front Matter

Numerical Differentiation
Benjamin A. Stickler, Ewald Schachinger

Benjamin A. Stickler, Ewald Schachinger

The Kepler Problem
Benjamin A. Stickler, Ewald Schachinger

Ordinary Differential Equations: Initial Value Problems
Benjamin A. Stickler, Ewald Schachinger

The Double Pendulum
Benjamin A. Stickler, Ewald Schachinger

Molecular Dynamics
Benjamin A. Stickler, Ewald Schachinger

Numerics of Ordinary Differential Equations: Boundary Value Problems
Benjamin A. Stickler, Ewald Schachinger

The One-Dimensional Stationary Heat Equation
Benjamin A. Stickler, Ewald Schachinger

The One-Dimensional Stationary Schrödinger Equation
Benjamin A. Stickler, Ewald Schachinger

Partial Differential Equations
Benjamin A. Stickler, Ewald Schachinger


Pseudo Random Number Generators
Benjamin A. Stickler, Ewald Schachinger

Random Sampling Methods
Benjamin A. Stickler, Ewald Schachinger

A Brief Introduction to Monte-Carlo Methods
Benjamin A. Stickler, Ewald Schachinger

The Ising Model
Benjamin A. Stickler, Ewald Schachinger

Some Basics of Stochastic Processes
Benjamin A. Stickler, Ewald Schachinger

The Random Walk and Diffusion Theory
Benjamin A. Stickler, Ewald Schachinger

Markov-Chain Monte Carlo and the Potts Model
Benjamin A. Stickler, Ewald Schachinger

Data Analysis
Benjamin A. Stickler, Ewald Schachinger

Stochastic Optimization
Benjamin A. Stickler, Ewald Schachinger


978-3-319-02435-6
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