Free entropy

Related lectures (30)

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Explores mutual information and entropy calculation between random variables.

Explains probability distribution, entropy, and Gibbs free entropy, along with the Weiss model.

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 magnetic phase transitions, ferromagnetism, Bethe lattice, Potts model, and free entropy.

Explores Gibbs's entropy, information theory, and the information content of events in non-equiprobable scenarios.

Explores temperature, pressure, and chemical potential in simple systems, along with reversible processes and powers.

Explores variational methods in statistical physics and the Bethe Parisi Mézard approach.

Explores the derivation of the canonical distribution based on Gibbs's entropy and a maximum entropy principle.

Explores irreversible transformations, entropy change, and the irreversibility of real machines compared to the Carnot cycle.