Variational Method in RFIM

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Statistical Physics: Isolated Systems and Entropy

Covers statistical physics, isolated systems, entropy, and the Boltzmann distribution.

Gaussian Denoising: Statistical Physics Connection

Explores deriving key identities for statistical physics and their application in Gaussian denoising problems.

Statistical Physics of Clusters

Explores the statistical physics of clusters, focusing on complexity and equilibrium behavior.

Pair Correlation Function and Macroscopic Properties

Explores the link between pair correlation function and physical observables, providing insights into particle interactions in liquids.

Scaling of Free Energy

Explores the scaling of free energy, Renormalization Group flow, Ising model, critical exponents, and scaling relations.

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Gibbs Entropy: Definition and Partition Function

Explains Gibbs entropy and its role in the partition function of physical systems.

Belief Propagation on Trees

Explores Belief Propagation on trees, discussing cavity marginals, message passing algorithms, and the computation of free entropy.

Experimental Test of Jarzynski Equality

Explores the Jarzynski Equality through experimental tests on RNA molecules, validating the theory in non-equilibrium conditions.

Free-energy of solids: origins and consequences of the 1983 CECAM workshop

Explores the historical significance of the 1983 CECAM workshop on the free-energy of solids and its impact on developing free-energy methods for hard-core models.