Curie-Weiss Model

Related lectures (30)

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Covers the Curie-Weiss model, discussing its theoretical foundations and practical applications in physical systems.

Covers the Ising Curie-Weiss model, discussing spins, interactions, and phase transitions in magnetic systems.

Provides an in-depth analysis of the Random Field Ising Model, covering model description, free entropy, and mean field algorithm.

Explores the Curie-Weiss model, magnetization, and phase transitions in materials.

Covers the Ising model, ferromagnetic materials, spins on a lattice, and spin correlations.

Explores the Random Field Ising Model on random graphs, discussing belief propagation updates and population dynamics.

Explores the cavity method for the run-fill Ising model and the variational method for approximating the Boltzmann distribution.

Covers the Curie-Weiss model in Statistical Physics, including magnetization probability, free entropy, and the cavity method.

Explores entropy bounds, conditional entropy theorems, and the chain rule for entropies, illustrating their application through examples.

Covers the computation of Bethe free entropy and the interpretation of messages between variables and factors.