Coarse Graining in Ising Model

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Covers local fields and correlations in Ising models and conformal field theory.

Explores phase transitions in thermodynamics, emphasizing competition between phases controlled by temperature and the concept of universality.

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

Explores the Ising model's critical behavior, universal classes, equilibrium properties, and numerical simulations.

Introduces Quantum Field Theory, covering paths to QFT, fields, weak interactions, and the Standard Model of particle Physics.

Covers the concept of the renormalization group and the effective Hamiltonian.

Explores spherical symmetry in statistical mechanics and its role in phase transitions.

Explores renormalization, scaling, critical points, exponents, and phase transitions in conformal field theory and quantum gravity.

Covers black holes and the renormalisation group, providing detailed information on these concepts.

Covers unsupervised learning, dimensionality reduction, SVD, low-rank estimation, PCA, and Monte Carlo Markov Chains.