Renormalization Group: Energy Flow

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Explores sampling the canonical ensemble, temperature fluctuations, extended Lagrangian, and molecular dynamics control of temperature.

Covers the basics of statistical field theory, focusing on Ising models and the Ginsburg-Landau theory.

Explores coarse graining in statistical physics, focusing on real space renormalization and the Ising model.

Explores second order phase transitions and specific heat near critical temperature.

Discusses the thermodynamic behavior of real gases and phase transitions, including the Joule-Thomson effect and latent heat values.

Explores phase transitions in the Ising model, discussing equilibrium states, magnetization, and critical points.

Covers belief propagation on graphs, exploring computation challenges and heuristics, focusing on sparse random graphs' loop properties.

Explores the canonical ensemble, partition function, and ideal gas properties.

Explains the definition and coexistence of phases, latent heat, and Gibbs phase rule.

Covers heat capacity, degrees of freedom, and their implications in thermodynamics.