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Random-Subcube ModelIntroduces the Random-Subcube Model (RSM) for constraint satisfaction problems, exploring its structure, phase transitions, and variable freezing.
Second Principle: EntropyExplores the second principle of thermodynamics, emphasizing entropy's role in system evolution and equilibrium.
Onsager RelationsExplores the Onsager relations, internal entropy production, and coupling in chemical reactions and vector quantities.
Point Estimation in StatisticsCovers the concept of point estimation in statistics, focusing on methods to estimate unknown parameters from a given sample.
Exergy Concept ExtensionExplores the extension of the exergy concept, emphasizing irreversible processes and the ideal conversion of blackbody radiation.
Belief Propagation on TreesExplores Belief Propagation on trees, discussing cavity marginals, message passing algorithms, and the computation of free entropy.
Sideband CoolingExplores sideband cooling in quantum optics, covering motional sidebands and the cooling cycle.
Information MeasuresCovers information measures like entropy, Kullback-Leibler divergence, and data processing inequality, along with probability kernels and mutual information.
Irreversibility: IntroductionIntroduces Chapter 3 on irreversibility, focusing on analyzing equilibriums and transport laws in specific thermodynamic systems.