Shahid Beheshti University

Department of Physics

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Advanced course on Computational Physics (Winter-Spring 2023)

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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)

شماره دانشجویی

midterm1-70

401416009

0

401416010

48

401516005

50

400416019

0

401416025

51

401416029

0

401416042

53

401416044

55

401416078

57

401416079

42.5

401416054

0

400416046

0

401416059

59

401416082

52

401416083

59

401416067

55

 

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))

Last Updated on Wednesday, 22 March 2023 11:25  


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