Curie Weiss ModelCovers the Curie-Weiss model in Statistical Physics, including magnetization probability, free entropy, and the cavity method.
Molecular Dynamics and Monte CarloCovers computational methods for molecular systems at finite temperature, emphasizing stochastic sampling and time evolution simulations.
Renormalization Group: Energy FlowExplores energy flow and critical points in statistical physics, emphasizing the importance of understanding correlation functions and critical exponents.
Statistical ThermodynamicsExplores the derivation of internal energy from the partition function and the concept of entropy in statistical thermodynamics.
Path integrals and statistical mechanicsExplores path integral methods, partition functions, Trotter factorization, quantum-classical isomorphism, and multidimensional generalization in statistical mechanics.
Second Law of ThermodynamicsExplores the Second Law of Thermodynamics, Gibbs Free Energy, equilibrium constants, and Le Châtelier's Principle.