ICFP Stat Physics 2015
From Werner KRAUTH
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| ==Lecture: Exact computations in the two-dimensional Ising model (Kac-Ward)== | ==Lecture: Exact computations in the two-dimensional Ising model (Kac-Ward)== | ||
| * [http://www.lps.ens.fr/~krauth/images/5/58/ISING_TWO_D.pdf preliminary lecture notes of Week 3 CM - Kac-Ward solution] | * [http://www.lps.ens.fr/~krauth/images/5/58/ISING_TWO_D.pdf preliminary lecture notes of Week 3 CM - Kac-Ward solution] | ||
| - | * [[ Combinatorial ising.py|Combinatorial Ising.py]] illustrating the Kac-Ward matrix for the two-dimensional Ising model | + | * [[Enumerate_ising_dos.py|Enumerate Ising dos.py]] Using Gray-code enumeration to obtain the density of states of the Ising model on a square lattice, with periodic boundary conditions. |
| + | * [[Combinatorial ising.py|Combinatorial Ising.py]] illustrating the Kac-Ward matrix for the two-dimensional Ising model. | ||
| ==Tutorial: Exact computations in the one-dimensional Ising model (transfer matrix)== | ==Tutorial: Exact computations in the one-dimensional Ising model (transfer matrix)== | ||
| =Week 4: Classical/Quantum Ising model= | =Week 4: Classical/Quantum Ising model= | ||
Revision as of 20:15, 19 October 2015
This is the home page of the course "Statistical Physics: Concepts and Applications", that I teach this year for the first time to the ICFP first-year Master students at ENS. Tutorial sessions are assured by Maurizio Fagotti, JRC laureate researcher at the ENS Department of Physics, and world-wide expert in Statistical Mechanics.
Contents |
Week 1: The power of statistical physics
Lecture: The power of statistics (Mathematical aspects).
Tutorial: Convolution, central limit theorem, Levy distributions.
Week 2: Phase transitions, general theorems
Lecture: Hard spheres in 2d, 1d: virial, depletion, absence of transition.
Tutorial: Presence / Absence of transition in 1d systems. Kittel model, etc
Week 3: Classical Ising model
Lecture: Exact computations in the two-dimensional Ising model (Kac-Ward)
- preliminary lecture notes of Week 3 CM - Kac-Ward solution
- Enumerate Ising dos.py Using Gray-code enumeration to obtain the density of states of the Ising model on a square lattice, with periodic boundary conditions.
- Combinatorial Ising.py illustrating the Kac-Ward matrix for the two-dimensional Ising model.
