Shahid Beheshti University

Department of Physics

  • Increase font size
  • Default font size
  • Decrease font size

Advanced course on Computational Physics (Winter-Spring 2023)

E-mail Print

Advanced course on Computational Physics for Ph.D. and MS students  (Winter-Spring 2023)

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

Link for my previous lectures on Computational Physics (SBU-VPN needed)

 

Some topics to teach are as follows:

  • Solving coupled Differential Equations and Boundary Value Problems
  • Chaotic phenomena
  • Probability Distribution functions and transformations
  • Correlation functions, Two-point correlation function
  • Spectral analysis
  • Monte Carlo simulation
  • Basic topics for Molecular dynamics simulations
  • Simulation by VPython
  • Machine learning in Physics
  • Topological Based Data Analysis
Other related materials and courses
  • Researches methods course (Link)
  • Data Analysis workshop (Link)
  • Data Sciences (Link)
  • Stochastic field Workshop (Link)
  • Topological Based Data Analysis Workshop (Link)
  • Challenges in training and researches in Physics (Link)
  • Critical Phenomena and Phase transitions (Link)

Some of my lectures on the Board

My previous lectures (Link) and (Link) and (Link)

 

Exams timeline

First midterm will be held on 18 Esfand 1401 at 10 a.m.  (Questions and Data)

Second midterm will be held on 21 Ordibehesht 1402 at 9:00 a.m.  (Questions & Answer-key1 & Answer-key2 )

Final exam will be held on 31 Khordard 1402 at 9:00 a.m.  (Questions & Data)

Final Mark (Download)

Exercises:

# Set 1 (Download)  Necessary files (Q1-Part A)  (Q1-Part B)

# Set 2 (Download)  Necessary files (x_data and y_data and Data)  (Datatypes.pdf)

# Set 3 (Download)  Necessary files (Data)

# Set 4 (Download) Necessary files (FGN & FBM & Part E)

# Set 5 (Download) Necessary files (Q1 & Q2 Data package (Download); Q3 (Download); Q8: data1 (Download); Q9-12 (Download) (data including 0.2.txt, 0.5.txt and 0.8.txt which are same as data for Q1 & Q2)

# Set 6 (Download) Necessary files ((1+1)-Dimensional data (Download) & (1+2)-Dimensional data (Download) & (Download))

# Set 7 (Download)

# Set 8 (Download) Necessary file (Download)

# Set 9 (Download) Necessary file (Download)

# Set 10 (Download)

# Set 11 (Download)

# Set 12 (Download)  (Data)

# Set 13 (Download)  (Data)

Last Updated on Saturday, 07 October 2023 16:42  

About Me


Tomb of Cyrus the great (Pasargadae, IRAN)

Professor of Physics,
Shahid Beheshti University,
Tehran, IRAN.

And

Adjunct faculty,
The University of Lahore,
Lahore, PAKISTAN. (2024 - Now)

And

Resident researcher,
School of Astronomy,
Institute for research in fundamental sciences (IPM),

Tehran, IRAN. (2023 - Now)

And

Resident researcher,
School of Physics,
Institute for research in fundamental sciences (IPM),

Tehran, IRAN. (2013-2021)

And

Junior Associate of ICTP,
International Center for Theoretical Physics,
Trieste, ITALY (2009-2016)

 

 

Who's Online

We have 8 guests online

Visited since April, 2009

Content View Hits : 465089

Search