Advanced statistical physics II (winter-spring 2014)

This course is devoted to most novel methods in statistical mechanics and stochastic processes.

• Course subjects and program (Download)
• A good text for commands in Fortran, C++ and matlab (Download)
• Some necessary things for programming skills (Download)
• Midterm exam will be on 93/01/30

References:

1. The Fokker-Planck equation, H. Risken
2. The Geometry of Random Field, Robert J. Adler
3. An Introduction to Random Vibrations, Spectral & Wavelet Analysis, D. E. Newland
4. arXiv:0804.0747
5. arXiv:physics/0406120
6. Data analysis: A Bayesian Tutorial, by D.S. Sivia & J. Skilling, Oxford science Publication,  2010
7. Data reduction and error analysis for the physical sciences, P. R. Bevington & D. K. Robinson, McGrawHill, 2003
8. Error of Observations and their Treatment, J. Topping, 1972.
9. Practical Physics, G. L. Squires, 1985.
10. درسنامه دکتر محمدرضا اجتهادی http://sharif.edu/~ejtehadi/lectures/Lectures.htm
11. درسنامه دکتر محمدرضا رحيمی تبار http://sharif.edu/~rahimitabar/course.htm
12. درسنامه خودم (Download)

Midterm  questions  (Download) 93/02/11.

Final  questions  (Download) 93/03/20.

Preliminary marks  (Download) 93/03/20.

Exercises:

# Set 1 (Download)   Data set I (Download) ,  Data set II (Download)

# Set 2 (Download)

# Set 3 (Download) Data set III (2D-Data) , Data set IV (Download)

# Set 4 (Download)

# Set 5 (Download)

# Set 6 (Download)

# Set 7 (Download)

# Set 8 (Download)

# Set 9 (Download)

# Set 10 (Download)

# Set 11 (Download)

# Set 12 (Download)