This note covers the following topics: Basic computer hardware and software, Machine precision and errors, C++, Dislin
- a high-level plotting library for displaying data, Linux, Numerical Libraries,
Roots of nonlinear equations, Interpolation, Differentiation, Integration,
Matrices, ODE - Ordinary Differential Equations, ODE boundary value problem,
Nonlinear Differential Equations, PDE - partial differential equations, Random
Numbers and Monte Carlo Applications, Data Modeling, Projectile motion with air
resistance and Planetary motion.
This note
explains the following topics: Errors, Interpolation and Extrapolation,
Random Numbers and Monte Carlo, Optimization, Local Optimization with
Derivatives, Ordinary Differential Equations, Partial Differential
Equations, Waves.
This book covers the following topics: Kinematics,
Logistic Map, Logistic Map, Motion of a Particle, Planar Motion, Motion in
Space, Electrostatic, Diffusion on the Circle, The Anharmonic Oscillator,
Time Independent Schrödinger Equation, The Random Walker, Monte Carlo
Simulations, Critical Exponents.
This note is intended to be of interest to
students in other science and engineering departments as well as physics.This
note assumes that you can write a simple program in one of the following
languages: C or C++, Java, or Fortran 90.
This
set of lecture notes serves the scope of presenting to you and train you in an
algorithmic approach to problems in the sciences, represented here by the unity of three
disciplines, physics, mathematics and informatics. This trinity outlines the
emerging field of computational physics. Topics covered includes:
Introduction to programming and numerical methods, Linear Algebra and
Eigenvalues , Differential Equations, Monte Carlo Methods.
This book covers the following
topics: Useful Introductory Python, Python Basics, Basic Numerical Tools, Numpy,
Scipy, and MatPlotLib, Ordinary Differential Equations, Chaos, Monte Carlo
Techniques, Stochastic Methods and Partial Differential Equations.
This set of lecture notes
serves the scope of presenting to you and train you in an algorithmic approach
to problems in the sciences, represented here by the unity of three
disciplines,physics, mathematics and informatics. This trinity outlines the
emerging field of computational physic.