Statistical Mechanics: Boltzmann, Bose-Einstein, and Fermi-Dirac Statistics

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Covers the ground-state quantum Monte Carlo method and its statistical interpretation.

Covers the relationship between entropy and the Joule expansion, illustrating how microscopic states relate to macroscopic disorder.

Covers the constituents of matter, fundamental forces, the Standard Model, natural units, and particle interaction experiments.

Introduces the concept of a Markov process and chain in configuration sampling.

Explores the strong convergence of random variables and the normal distribution approximation in probability and statistics.

Explores chemical equilibria, entropy, and thermodynamic principles in advanced chemistry.

Covers statistical physics, isolated systems, entropy, and the Boltzmann distribution.

Covers perturbation theory, bosons, fermions, and quantum information in quantum systems.

Explores molecular dynamics simulations under holonomic constraints, focusing on numerical integration and algorithm formulation.

Covers fundamental concepts in probability and statistics, emphasizing data analysis techniques and statistical modeling.