Course: 993SM - LABORATORIO DI FISICA COMPUTAZIONALE 2023

Section outline

Select section General

Collapse Expand
General

Collapse all Expand all
- Select activity GENERAL INFO ON THE COURSE
  
  GENERAL INFO ON THE COURSE Page
- Select activity GENERAL PROGRAM
  
  GENERAL PROGRAM Page
- Select activity NOTES, TEXTBOOKS AND USEFUL LINKS
  
  NOTES, TEXTBOOKS AND USEFUL LINKS Page
- Select activity PREREQUISITES
  
  PREREQUISITES Page
- Select activity EXAMS - rules
  
  EXAMS - rules Page
- Select activity Essential guide to prepare a report for homework and final project (new - April 2023)
  
  Essential guide to prepare a report for homework and final project (new - April 2023) File PDF
- Select activity EXAMS: PROJECTS AVAILABLE
  
  EXAMS: PROJECTS AVAILABLE Folder
- Select activity EXAMS: PROJECTS ASSIGNED
  
  EXAMS: PROJECTS ASSIGNED Folder
- Select activity INTRINSIC FUNCTIONS in Fortran 90/95 from Fortran90/95 for Scientists and Engineers, di S.J. Chapman
  
  INTRINSIC FUNCTIONS in Fortran 90/95 from Fortran90/95 for Scientists and Engineers, di S.J. Chapman File PDF
- Select activity Gnuplot: basic commands (Italian only)
  
  Gnuplot: basic commands (Italian only) File PDF
- Select activity Some slides on gnuplot
  
  Some slides on gnuplot File PDF
- Select activity Annunci
  
  Annunci Forum
- Select activity Aula Virtuale Fisica (Alessandra Richetti)
  
  Aula Virtuale Fisica (Alessandra Richetti) File PDF
Select section Unit I - Basics (25, 27 Sept. 2023)

Collapse Expand
Unit I - Basics (25, 27 Sept. 2023)
- Select activity Content of the lecture
  
  Content of the lecture Page
- Select activity Lecture slides - II part
  
  Lecture slides - II part File PDF
- Select activity Lecture slides - I part
  
  Lecture slides - I part File PDF
- Select activity Movies
  
  Movies Folder
- Select activity Exercises Unit I
  
  Exercises Unit I File PDF
- Select activity What Every Computer Scientist Should Know About Floating-Point Arithmetic (by D. Goldberg, 1991)
  
  What Every Computer Scientist Should Know About Floating-Point Arithmetic (by D. Goldberg, 1991) URL
- Select activity PROGRAMS in f90
  
  PROGRAMS in f90 Folder
- Select activity PROGRAMS in Python
  
  PROGRAMS in Python Folder
- Select activity Physics simulations with Python: prerequisites, tools and basic concepts
  
  Physics simulations with Python: prerequisites, tools and basic concepts File PDF
- Select activity Jupyter notebook week 1
  
  Jupyter notebook week 1 File IPYNB
Select section Unit II: The Numerov's algorithm for 1D Schroedinger equation

Collapse Expand
Unit II: The Numerov's algorithm for 1D Schroedinger equation
- Select activity Numerov's algorithm (slides)
  
  Numerov's algorithm (slides) File PDF
- Select activity Notes by prof. Paolo Giannozzi
  
  Notes by prof. Paolo Giannozzi File PDF
- Select activity Exercises Unit II
  
  Exercises Unit II File PDF
- Select activity harmonic.gpl (example of a macro for gnuplot)
  
  harmonic.gpl (example of a macro for gnuplot) File GPL
  
  Open gnuplot and after the prompt ("gnuplot>") type: load 'harmonic0.gpl'
- Select activity harmonic0.f90 (by prof. Paolo Giannozzi)
  
  harmonic0.f90 (by prof. Paolo Giannozzi) File F90
- Select activity harmonic1.f90 (by prof. Paolo Giannozzi)
  
  harmonic1.f90 (by prof. Paolo Giannozzi) File F90
- Select activity Jupyter notebook week 2
  
  Jupyter notebook week 2 File IPYNB
Select section Unit III: numerical analysis - deterministic integration (9-11 Oct. 2023)

Collapse Expand
Unit III: numerical analysis - deterministic integration (9-11 Oct. 2023)
- Select activity Details of numerical analysis inside the Numerov's Method; Numerical integration - deterministic methods
  
  Details of numerical analysis inside the Numerov's Method; Numerical integration - deterministic methods File PDF
- Select activity Exercises III
  
  Exercises III File PDF
- Select activity harmonic.f90 with comments
  
  harmonic.f90 with comments File F90
- Select activity Programs in F90
  
  Programs in F90 Folder
- Select activity Jupyter notebook week 3
  
  Jupyter notebook week 3 File IPYNB
Select section Unit IV: (Pseudo)random numbers (generators; properties; uniform distributions) (16-18 October 2023)

Collapse Expand
Unit IV: (Pseudo)random numbers (generators; properties; uniform distributions) (16-18 October 2023)
- Select activity Contents of the lecture
  
  Contents of the lecture Page
- Select activity Lecture - 16 October
  
  Lecture - 16 October File PDF
- Select activity Exercises Unit IV
  
  Exercises Unit IV File PDF
- Select activity Programs in f90
  
  Programs in f90 Folder
- Select activity Jupyter notebook week 4
  
  Jupyter notebook week 4 File IPYNB
Select section Unit V: (Pseudo)random numbers with non uniform distributions; simulation of intrinsically random processes: radioactive decay (23-25 October 2023)

Collapse Expand
Unit V: (Pseudo)random numbers with non uniform distributions; simulation of intrinsically random processes: radioactive decay (23-25 October 2023)
- Select activity Contents of the lecture
  
  Contents of the lecture Page
- Select activity Non-uniform distributions of random numbers; simulation of radioactive decay
  
  Non-uniform distributions of random numbers; simulation of radioactive decay File PDF
- Select activity Exerices Unit V
  
  Exerices Unit V File PDF
- Select activity Programs in f90
  
  Programs in f90 Folder
- Select activity Installing Python line-by-line profilers
  
  Installing Python line-by-line profilers Page
- Select activity Jupyter notebook Week 5
  
  Jupyter notebook Week 5 File IPYNB
Select section Unit VI: More on intrinsically stochastic processes: random walks (30, 31 October 2023)

Collapse Expand
Unit VI: More on intrinsically stochastic processes: random walks (30, 31 October 2023)
- Select activity Contents of the lecture
  
  Contents of the lecture Page
- Select activity Stochastic processes: random walks (and comments on radioactive decay of the previous week)
  
  Stochastic processes: random walks (and comments on radioactive decay of the previous week) File PDF
- Select activity Exercise VI - HOMEWORK
  
  Exercise VI - HOMEWORK File PDF
- Select activity Programs in f90
  
  Programs in f90 Folder
- Select activity Jupyter Notebook Week 6
  
  Jupyter Notebook Week 6 File
- Select activity HOMEWORK I - Random walks
  
  HOMEWORK I - Random walks Assignment
  
  Opened: Wednesday, 1 November 2023, 12:00 AM
  
  Due: Monday, 13 November 2023, 12:00 AM
Select section Unit VII: Monte Carlo numerical integration and Metropolis method to generate random number distributions (6-8 November 2023)

Collapse Expand
Unit VII: Monte Carlo numerical integration and Metropolis method to generate random number distributions (6-8 November 2023)
- Select activity Contents of the lecture
  
  Contents of the lecture Page
- Select activity Monte Carlo numerical integration and Metropolis method to generate random number distributions
  
  Monte Carlo numerical integration and Metropolis method to generate random number distributions File PDF
- Select activity Exercises Unit VII
  
  Exercises Unit VII File PDF
- Select activity Programs in f90
  
  Programs in f90 Folder
- Select activity Jupyter Notebook Week 7
  
  Jupyter Notebook Week 7 File
Select section Unit VIII: Metropolis Monte Carlo method(13-15 November 2023)

Collapse Expand
Unit VIII: Metropolis Monte Carlo method(13-15 November 2023)
- Select activity Contents of the lecture
  
  Contents of the lecture Page
- Select activity Metropolis - importance sampling; importance sampling in the canonical ensemble
  
  Metropolis - importance sampling; importance sampling in the canonical ensemble File PDF
- Select activity Exercises Unit VIII
  
  Exercises Unit VIII File PDF
- Select activity Programs in f90
  
  Programs in f90 Folder
- Select activity Jupyter Notebook Week 8
  
  Jupyter Notebook Week 8 File
Select section Unit IX: Ising model (20-22, 27 (1h) November 2023)

Collapse Expand
Unit IX: Ising model (20-22, 27 (1h) November 2023)
- Select activity Contents of the Lecture
  
  Contents of the Lecture Page
- Select activity Ising model
  
  Ising model File PDF
- Select activity Ising model - second week
  
  Ising model - second week File PDF
- Select activity Exercises Unit IX
  
  Exercises Unit IX File PDF
- Select activity A paper by D.P.Landau on 2D Ising on SQ lattice with PBC and OBC
  
  A paper by D.P.Landau on 2D Ising on SQ lattice with PBC and OBC File PDF
- Select activity Programs in f90 and gnuplot macros
  
  Programs in f90 and gnuplot macros Folder
- Select activity Jupyter Notebook Week 9
  
  Jupyter Notebook Week 9 File
Select section Unit X: Quantum Monte Carlo (27 (1h)-29 November 2023)

Collapse Expand
Unit X: Quantum Monte Carlo (27 (1h)-29 November 2023)
- Select activity Contents of the lecture
  
  Contents of the lecture Page
- Select activity Variational Monte Carlo
  
  Variational Monte Carlo File PDF
- Select activity Exercises Unit X
  
  Exercises Unit X File PDF
- Select activity Programs in f90
  
  Programs in f90 Folder
- Select activity Jupyter Notebook Week 10
  
  Jupyter Notebook Week 10 File
- Select activity Fortran module for F2PY
  
  Fortran module for F2PY File F90
Select section Unit XI: Metropolis in the canonical ensemble: Lattice gas; approach to equilibrium; simulated annealing (4-6 December 2023)

Collapse Expand
Unit XI: Metropolis in the canonical ensemble: Lattice gas; approach to equilibrium; simulated annealing (4-6 December 2023)
- Select activity Contents of the lecture
  
  Contents of the lecture Page
- Select activity Lattice gas. Simulated annealing (basics).
  
  Lattice gas. Simulated annealing (basics). File PDF
- Select activity Exercises Unit XI
  
  Exercises Unit XI File PDF
- Select activity Programs in f90
  
  Programs in f90 Folder
- Select activity Simulated annealing
  
  Simulated annealing File PDF
- Select activity II Homework (on Unit XI): simulated annealing and the travelling salesman problem
  
  II Homework (on Unit XI): simulated annealing and the travelling salesman problem Assignment
  
  Opened: Wednesday, 6 December 2023, 2:00 PM
  
  Due: Friday, 22 December 2023, 11:59 PM
  
  From https://www.compadre.org/osp/items/detail.cfm?ID=7375 : Problem 15.31: question (a)
- Select activity Jupyter Notebook Week 11 (only 1D simulated annealing)
  
  Jupyter Notebook Week 11 (only 1D simulated annealing) File
Select section Unit XII: Deterministic chaos (11, 13 December 2023)

Collapse Expand
Unit XII: Deterministic chaos (11, 13 December 2023)
- Select activity Content of the lecture
  
  Content of the lecture Page
- Select activity Deterministic chaos
  
  Deterministic chaos File PDF
- Select activity Exercises Unit XII
  
  Exercises Unit XII File PDF
- Select activity Programs in F90 and Java
  
  Programs in F90 and Java Folder
Select section Unit XIII: Modelling other random processes: evolutionary models of populations (12 Dec. (1 h))

Collapse Expand
Unit XIII: Modelling other random processes: evolutionary models of populations (12 Dec. (1 h))
- Select activity Contents of the lecture
  
  Contents of the lecture Page
- Select activity Evolutionary models
  
  Evolutionary models File PDF
Select section Unit XIV: Modelling other random processes: DLA, percolation, classical fluids with a MonteCarlo approach (18 December 2023)

Collapse Expand
Unit XIV: Modelling other random processes: DLA, percolation, classical fluids with a MonteCarlo approach (18 December 2023)
- Select activity Contents of the lecture
  
  Contents of the lecture Page
- Select activity Miscellanea (DLA, percolation, classical fluids mainly with a MC approach)
  
  Miscellanea (DLA, percolation, classical fluids mainly with a MC approach) File PDF
- Select activity Exercises (optional !) on diffusion limited aggregates and percolation
  
  Exercises (optional !) on diffusion limited aggregates and percolation File PDF
- Select activity Exercises (optional !) on classical fluids mainly with Monte Carlo approach
  
  Exercises (optional !) on classical fluids mainly with Monte Carlo approach File PDF
- Select activity Programs in f90
  
  Programs in f90 Folder