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Related lectures (26)

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Physical Sens of Potentials

Explores the physical sense of potentials, equilibrium between subsystems, and work and free energy in systems.

Cavity Method: Mean Field Theory

Explores the Cavity Method in Mean Field Theory, analyzing spins in an external field within a graph.

Physical Meaning of Potentials (conclusion)

Explores the equilibrium between subsystems, heat, work, and energy in thermodynamics.

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Signal Representation

Covers the representation of signals and signal norms in signal processing.

Thermodynamic Identities

Explores thermodynamic identities, entropy changes, and thermal machine efficiencies, including Carnot and Otto cycles, heat pumps, and heating methods.

Metropolis-Hastings Algorithm

Covers the Metropolis-Hastings and Glauber algorithms for sampling from the Boltzmann distribution in the Curie-Weiss model.

Scaling & Renormalization in Statistical Mechanics

Explores scaling and renormalization in statistical mechanics, emphasizing critical points and invariant properties.

Heat Pumps: Phase Changes

Explores heat pump operation, phase changes, and latent heat in thermodynamics.

Renormalization Group in Field Theory

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