Computational-Physics

Computational Physics Full Course

Baiscs Of Python
1. Data Types and variables
2. Basics of numpy and plotting
Solving Linear Equations:
1. Gaussian Elimination
2. LU Decomposition
3. Inverse Matrix
4. Iterative Methods
  1. Gauss Siedal Iteration
  2. Jecobi Iteration
Numerical Diffrentiation
1. Newton Forward/Backword Difference
2. Centeral Difference
Root Finding Algos
1. Bisection Method
2. Newton Rampson
3. Secent Method
Numerical Integration
1. Tropezoidal
2. Simpson's Rule
3. Monte-carlo
4. Gaussian Quadrature
Solving Deiffrential Equations
1. Eular's Algorithem
2. Runge-Kutta 2nd and 4th order approximation.
3. Verlet Algorithm
4. Finite Difference Method
  1. Partial DE
    1. Heat Equation
    2. Wave Equation
    3. Laplace Equation
Curve Fitting:
1. Least Squre Fit
2. Monte-Carlo Marcob Chain
InterPolation
1. Newton
2. Langrage

Name		Name	Last commit message	Last commit date
Latest commit History 47 Commits
Books		Books
Images		Images
.gitignore		.gitignore
Basics of Python.ipynb		Basics of Python.ipynb
CalculatingPi.ipynb		CalculatingPi.ipynb
FiniteDiffrence.ipynb		FiniteDiffrence.ipynb
Guass Quadrature Integration.ipynb		Guass Quadrature Integration.ipynb
Heat Equation using Spectral Method.ipynb		Heat Equation using Spectral Method.ipynb
Heat Equation.ipynb		Heat Equation.ipynb
Interpolation.ipynb		Interpolation.ipynb
Leap-Frog.ipynb		Leap-Frog.ipynb
Mercury-Precesion.ipynb		Mercury-Precesion.ipynb
More of dffrential eqn.ipynb		More of dffrential eqn.ipynb
Nbody2.ipynb		Nbody2.ipynb
Numerical-Differentiation .ipynb		Numerical-Differentiation .ipynb
Numerical-integration .ipynb		Numerical-integration .ipynb
ODE with finitne difference Method.ipynb		ODE with finitne difference Method.ipynb
Plotting.ipynb		Plotting.ipynb
README.md		README.md
Random numbers.ipynb		Random numbers.ipynb
Root Fiding.ipynb		Root Fiding.ipynb
Runge Kutta algorithm.ipynb		Runge Kutta algorithm.ipynb
Singular Value Decomposition.ipynb		Singular Value Decomposition.ipynb
SolarSystemFinal.ipynb		SolarSystemFinal.ipynb
Solving System of Linear Equations.ipynb		Solving System of Linear Equations.ipynb
lisajoo_figure.py		lisajoo_figure.py
monte carlo integration.ipynb		monte carlo integration.ipynb
spectral_methods.ipynb		spectral_methods.ipynb
test.py		test.py