Advanced course on Computational Physics (Winter-Spring 2020)

Advanced course on Computational Physics for Ph.D. and MS students (Winter-Spring 2020)

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)
Computational Physics By RUBIN H. LANDAU, MANUEL JOSE PAEZ and CRISTIAN C. BORDEIANU (See this link)
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.numerical.recipes)
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) & (See this link)
A good reference for errors https://archive.org/details/TaylorJ.R.IntroductionToErrorAnalysis2ed/page/n149
A proper series for Machine learning (Part 1), (part 2),
Some good Books for Machine learning and related topics, http://www.aghamousa.com/data-science-books/

Some titles of projects to do:

2- Traffic-Jamming simulation

4- N-Body simulation programs

5- Image processes

11- Neural-Networks and applications

12- Synchronization measures

14- Simulation of Phonons in lattice

Some of my lectures on the Board

Preliminary part (Download)
Number Representation (Download) (Download)
Data Science (Download)
Error estimation (error estimation) my note included (error estimation)
981213 (comp981213)
981215 (comp981215)
981218 (comp981218)
981220 (comp981220)
981225 (comp981225)
981227 (comp981227)
990117 (comp990117)
990119 (comp990119)
990124 (comp990124)
990126 (comp990126)
990131 (comp990131)
990202 (comp990202) & Finite difference and Finite element methods (DFE)
990202B (comp990202B)
990207 (comp990207)
990209 (comp990209)
990214 (comp990214)
990216 (comp990216)
MC (Download)
990221-A (comp990221-A)
990221-B (comp990221-B)
990223-A (comp990223A)
990228 (comp990228)
990230 (comp990230)
990306 (comp990306)
990306 (comp990311A) & Finite difference and Finite element methods (DFE) & Quantum mechanic via FEM (Download) , Mozafari's talk (CP 1396) (link)
990311 (comp990311B) Simple class of Genetic Algorithm- Part A
990313 (comp990313) Simple class of Genetic Algorithm- Part B
990318 (comp990318)
990320 (comp990320)
990325 (part 1), Related topics
990328 Related topics (Part 2), Related code

Quizzes:

# Quiz1 (Download)

هر توضیحی در مورد هر سوال دارید را نیز بنویسید و جواب اسکن شده را نیز به پاسخهایتان پیوست نمایید

# Quiz2 (Download) and data (Download) 13:00-14:00 pm

هر توضیحی در مورد هر سوال دارید را نیز بنویسید و جواب اسکن شده را نیز به پاسخهایتان پیوست نمایید

Shahid Beheshti University