Path integrals and statistical mechanicsExplores path integral methods, partition functions, Trotter factorization, quantum-classical isomorphism, and multidimensional generalization in statistical mechanics.
Potts Model: IntroductionIntroduces the Potts model, a generalization of the Ising model used in statistical mechanics to study phase transitions.
Curie Weiss ModelCovers the Curie-Weiss model in Statistical Physics, including magnetization probability, free entropy, and the cavity method.
Statistical Physics of LearningOffers insights into the statistical physics of learning, exploring the relationship between neural network structure and disordered systems.
