993SM - LABORATORIO DI FISICA COMPUTAZIONALE 2018: Tutti i partecipanti

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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

Unit VIII: Ising model

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

Unit X: Classical fluids

Unit XI: Quantum Monte Carlo. Simulated annealing.

Unit XII: Deterministic chaos