Statistical Mechanics: Theory and Molecular Simulation

1: Classical mechanics
2: Theoretical foundations of classical statistical mechanics
3: The microcanonical ensemble and introduction to molecular dynamics
4: The canonical ensemble
5: The isobaric ensembles
6: The grand canonical ensemble
7: Monte Carlo
8: Free-energy calculations
9: Quantum mechanics
10: Quantum ensembles and the density matrix
11: The quantum ideal gases: Fermi-Dirac and Bose-Einstein statistics
12: The Feynman path integral
13: Classical time-dependent statistical mechanics
14: Quantum time-dependent statistical mechanics
15: The Langevin and generalized Langevin equations
16: Discrete models and critical phenomena
17: Introduction to machine learning in statistical mechanics
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• Química quântica e teórica
• Física estatística
• Física da Matéria Condensada (física do estado sólido e estado líquido)