Belief Propagation on GraphsExplores belief propagation on graphs, emphasizing normalization, recursive relations, and iterative computation of the partition function.
Path integrals and statistical mechanicsExplores path integral methods, partition functions, Trotter factorization, quantum-classical isomorphism, and multidimensional generalization in statistical mechanics.
Partition Functions and ModelsExplores partition functions in spin systems, models like Ising and Potts, computational challenges, and the Lee-Yang Theorem.
Sampling the Canonical EnsembleExplores sampling the canonical ensemble, temperature fluctuations, extended Lagrangian, and molecular dynamics control of temperature.