Advanced course on Computational Physics (Fall 2018)

Advanced course on Computational Physics for Ph.D. and MS students (Fall 2018)

Deadline for sending project will be 20th Bahman 1397

This course is devoted to advanced and more recent topics in computational methods for physics.

Some topics to teach are as follows:

Course subjects and program (Download)
A good presentation by Kip R. Irvine for number representation (Download)
Some bash samples (Download)
A good text for commands in Fortran, C++, Matlab (Download)
VPython
Some necessary things for programming skills (Download)
A good paper for data analysis in cosmology by Licia Verde, arXiv:0712.3028
Online numerical recipes (http://www.nr.com)
Computational physics course by Dr. Seyed Akbar Jafari, Sharif University of Technology
A good note prepared by Dr. Seyed Akbar Jafari (Download)
Note on Quantum Monte Carlo by Dr. Mehdi Neek Amal (Download)
My lecture concerning Errors and PDF (Download) (Download)
Some of my Python programs (Download)
Visualization by Matlab (link)
Discretization approaches (Download)
My note about deterministic Fractals(Download)

Some titles of projects to do:

2- Traffic-Jamming simulation (see also)

4- N-Body simulation programs

5- Image processes

11- Neural-Networks and applications

12- Synchronization measures

14- Simulation of Phonons in lattice

Exercises:

# Set 1 (Download) List_arrange (Download) Data (Download)

# Set 2 (Download) data (Download)

# Set 3 (Download) fitinput (Download), data (Download), marks (Download)

# Set 4 (Download) data (Download)

# Set 5 (Download)

# Set 6 (Download)

# Set 7 (Download)

# Set 8 (Download)

# Set 9 (Download)