Physical Sens of PotentialsExplores the physical sense of potentials, equilibrium between subsystems, and work and free energy in systems.
Metropolis-Hastings AlgorithmCovers the Metropolis-Hastings and Glauber algorithms for sampling from the Boltzmann distribution in the Curie-Weiss model.
Numerical analysisCovers advanced numerical analysis topics including deep neural networks and optimization methods.