2. Statistical Mechanics for the statistician

To write (not necessarly in this order):

• Notion of information theory

• Classical spin systems, entropy, free energy, …

• Maximum entropy method

  • some examples in the continuous case

  • derivation of the spin hamiltonian from max entropy

• Mean Field for Ising

• Curie-Weiss model

• …