Replica Symmetric Models | EPFL Graph Search

Covers the theoretical background and applications of the 3-state Ising model.

Introduces the Potts model, a generalization of the Ising model used in statistical mechanics to study phase transitions.

Offers insights into the statistical physics of learning, exploring the relationship between neural network structure and disordered systems.

Explores the Renormalization Group in field theory, discussing scaling functions, critical exponents, and Gaussian fixed points.

Explores the p-spin model in spin glass theory and the convergence to the Random Energy Model using Gaussian integrals and the replica method.