Key Routines

Basics Computational Physics

• Basic Julia

Iteration

• notes: iteration
• first steps
• Companion Matrix

Logistic Map

• notes: logistic map
• logistic map

Broyden’s metehod

• notes: Broyden
• Broyden paper
• Broyden code

Integration

• notes: integration

• adaptive Simpson’s rule

• Richardson extrapolation

• Romberg

Monte Carlo Techniques

• Monte Carlo

Misc

• language feature 01
• type inference
• use of package

Ising Model

• notes: ising model

• notes: entropy

• ising01

• ising02

• fastest Ising code on planet earth

Numerical Solution to the Schroedinger Equation

• differential equation 01

• symplectic integral

• Schroedinger Eqn. 01

• Schroedinger Eqn. 02

• periodic potentials

Method of Lagrange Multiplier

• Lagrange Multiplier

Machine Learning for Babies

• notes: Markov Chain Monte Carlo
• intro. to ML
• ML, DL, NN, GPT and all that
• back-propagation and basic networks

Homeworks

(please attach the source files of programs)

• hw01
• hw02
• hw03
• hw04

miniProject

• project guide

MISC

• list of Pluto files