Belief Propagation on TreesExplores Belief Propagation on trees, discussing cavity marginals, message passing algorithms, and the computation of free entropy.
Entropy in Neuroscience and EcologyDelves into entropy in neuroscience data and ecology, exploring the representation of sensory information and the diversity of biological populations.
Entropy in ThermodynamicsExplores entropy in thermodynamics, including Gibbs equations, ideal gases, and entropy balance in closed systems.
Information Theory: BasicsCovers the basics of information theory, entropy, and fixed points in graph colorings and the Ising model.
Second Principle: EntropyExplores the second principle of thermodynamics, emphasizing entropy's role in system evolution and equilibrium.
