993SM - LABORATORIO DI FISICA COMPUTAZIONALE 2016: All participants

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Unit I - Basics

Unit II: (Pseudo)random numbers (generators; properties; uniform distributions)

Unit III: (Pseudo)random numbers with non uniform distributions; random processes

Unit IV: Random walks

Unit V: Numerical integration in 1 dimension

Unit VI: More on numerical integration, including multidimensional integration

Unit VII: Metropolis Monte Carlo method - basics

Unit VIII: Metropolis in the canonical ensemble. Microstates and macrostates.

Unit IX: Ising model

Unit X: Lattice gas models: self-diffusion, DLA models, percolation

Unit XI: Classical fluids

Unit XII: Quantum Monte Carlo

Unit XIII: Deterministic chaos / OPTIONAL , EXTRA LECTURE